Sparse Attention as Compact Kernel Regression.

André F. T. Martins André Filipe Torres Martins University of Lisbon, Instituto de Telecomunicaçoes, Portugal Carnegie Mellon University, Pittsburgh, USA https://andre-martins.github.io/ https://scholar.google.com/citations?user=mT7ppvwAAAAJ https://zbmath.org/authors/?q=ai:martins.andre-f-t https://mathscinet.ams.org/mathscinet/MRAuthorID/870380 https://mathgenealogy.org/id.php?id=164657 https://github.com/andre-martins https://orcid.org/0000-0001-8282-625X https://www.wikidata.org/entity/Q102398512

Saul José Rodrigues dos Santos Nuno Gonçalves Daniel C. McNamee André F. T. Martins Sparse Attention as Compact Kernel Regression. 2026 January abs/2601.22766 CoRR https://doi.org/10.48550/arXiv.2601.22766 db/journals/corr/corr2601.html#abs-2601-22766 streams/journals/corr

Miguel Moura Ramos Duarte M. Alves Hippolyte Gisserot-Boukhlef João Alves 0003 Pedro Henrique Martins Patrick Fernandes José Pombal Nuno Miguel Guerreiro Ricardo Rei Nicolas Boizard M. Amin Farajian Mateusz Klimaszewski José G. C. de Souza Barry Haddow François Yvon Pierre Colombo Alexandra Birch André F. T. Martins EuroLLM-22B: Technical Report. 2026 February abs/2602.05879 CoRR https://doi.org/10.48550/arXiv.2602.05879 db/journals/corr/corr2602.html#abs-2602-05879 streams/journals/corr

Sophia Sklaviadis Thomas Möllenhoff André F. T. Martins Mário A. T. Figueiredo Mohammad Emtiyaz Khan A Stein Identity for q-Gaussians with Bounded Support. 2026 March abs/2603.03673 CoRR https://doi.org/10.48550/arXiv.2603.03673 db/journals/corr/corr2603.html#abs-2603-03673 streams/journals/corr

Vlad Niculae Caio Corro Nikita Nangia Tsvetomila Mihaylova André F. T. Martins Discrete Latent Structure in Neural Networks. 99-211 2025 19 Found. Trends Signal Process. 2 https://doi.org/10.1561/2000000134 db/journals/ftsig/ftsig19.html#NiculaeCNMM25 streams/journals/ftsig

Saul José Rodrigues dos Santos Vlad Niculae Daniel C. McNamee André F. T. Martins Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval. 265:1-265:51 2025 26 J. Mach. Learn. Res. https://jmlr.org/papers/v26/24-1961.html db/journals/jmlr/jmlr26.html#SantosNMM25

José Pombal Nuno Miguel Guerreiro Ricardo Rei André F. T. Martins Adding Chocolate to Mint : Mitigating Metric Interference in Machine Translation. 1319-1339 2025 13 Trans. Assoc. Comput. Linguistics https://doi.org/10.1162/tacl.a.37 db/journals/tacl/tacl13.html#PombalGRM25 streams/journals/tacl

Manuel Faysse Patrick Fernandes Nuno Miguel Guerreiro António Loison Duarte M. Alves Caio Corro Nicolas Boizard João Alves 0003 Ricardo Rei Pedro Henrique Martins Antoni Bigata Casademunt François Yvon André F. T. Martins Gautier Viaud Céline Hudelot Pierre Colombo CroissantLLM: A Truly Bilingual French-English Language Model. 2025 2025 Trans. Mach. Learn. Res. https://openreview.net/forum?id=uA19Xo1o31 db/journals/tmlr/tmlr2025.html#FaysseFGLACB0RM25

Anna Bavaresco Raffaella Bernardi Leonardo Bertolazzi Desmond Elliott Raquel Fernández Albert Gatt Esam Ghaleb Mario Giulianelli Michael Hanna 0001 Alexander Koller André F. T. Martins Philipp Mondorf Vera Neplenbroek Sandro Pezzelle Barbara Plank David Schlangen Alessandro Suglia Aditya K. Surikuchi Ece Takmaz Alberto Testoni LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks. 238-255 2025 ACL (2) https://doi.org/10.18653/v1/2025.acl-short.20 conf/acl/2025-2 db/conf/acl/acl2025-2.html#BavarescoBBEFGG25 Dennis Fucci Marco Gaido Matteo Negri Luisa Bentivogli André F. T. Martins Giuseppe Attanasio Different Speech Translation Models Encode and Translate Speaker Gender Differently. 1005-1019 2025 ACL (2) https://doi.org/10.18653/v1/2025.acl-short.78 conf/acl/2025-2 db/conf/acl/acl2025-2.html#FucciGNBMA25 Ben Peters André F. T. Martins Did Translation Models Get More Robust Without Anyone Even Noticing? 2445-2458 2025 ACL (1) https://aclanthology.org/2025.acl-long.122/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#PetersM25 Shivalika Singh Angelika Romanou Clémentine Fourrier David Ifeoluwa Adelani Jian Gang Ngui Daniel Vila-Suero Peerat Limkonchotiwat Kelly Marchisio Wei Qi Leong Yosephine Susanto Raymond Ng Shayne Longpre Sebastian Ruder Wei-Yin Ko Antoine Bosselut Alice Oh André F. T. Martins Leshem Choshen Daphne Ippolito Enzo Ferrante Marzieh Fadaee Beyza Ermis Sara Hooker Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation. 18761-18799 2025 ACL (1) https://aclanthology.org/2025.acl-long.919/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#SinghRFANVLMLSN25 Emmanouil Zaranis Giuseppe Attanasio Sweta Agrawal André F. T. Martins Watching the Watchers: Exposing Gender Disparities in Machine Translation Quality Estimation. 25261-25284 2025 ACL (1) https://aclanthology.org/2025.acl-long.1228/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#ZaranisAAM25 Margarida M. Campos João Cálem Sophia Sklaviadis Mário A. T. Figueiredo André F. T. Martins Sparse Activations as Conformal Predictors. 2674-2682 2025 AISTATS https://proceedings.mlr.press/v258/campos25a.html conf/aistats/2025 db/conf/aistats/aistats2025.html#CamposCSFM25 streams/conf/aistats Kshitij Ambilduke Ben Peters Sonal Sannigrahi Anil Keshwani Tsz Kin Lam Bruno Martins 0001 André F. T. Martins Marcely Zanon Boito From Tower to Spire: Adding the Speech Modality to a Translation-Specialist LLM. EMNLP (Findings) 2025 19658-19673 conf/emnlp/2025f https://aclanthology.org/2025.findings-emnlp.1071/ db/conf/emnlp/emnlp2025f.html#AmbildukePSKLMMB25 streams/conf/emnlp Marine Carpuat Omri Asscher Kalika Bali Luisa Bentivogli Frédéric Blain Lynne Bowker Monojit Choudhury Hal Daumé III Kevin Duh Ge Gao 0001 Alvin Grissom II Marzena Karpinska Elaine C. Khoong William D. Lewis André F. T. Martins Mary Nurminen Douglas W. Oard Maja Popovic Michel Simard François Yvon An Interdisciplinary Approach to Human-Centered Machine Translation. 22859-22879 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.1164 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#CarpuatABBBBCDDGGKKLMNO25 streams/conf/emnlp António Farinhas Nuno Miguel Guerreiro Sweta Agrawal Ricardo Rei André F. T. Martins Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral. 26742-26756 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.1358 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#FarinhasGARM25 streams/conf/emnlp Nuno Gonçalves Marcos V. Treviso André F. T. Martins AdaSplash: Adaptive Sparse Flash Attention. 2025 ICML https://proceedings.mlr.press/v267/goncalves25a.html https://openreview.net/forum?id=OWIPDWhUcO conf/icml/2025 db/conf/icml/icml2025.html#GoncalvesTM25 Saul José Rodrigues dos Santos António Farinhas Daniel C. McNamee André F. T. Martins ∞-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation. 2025 ICML https://proceedings.mlr.press/v267/santos25a.html https://openreview.net/forum?id=afDHwQ1ZDO conf/icml/2025 db/conf/icml/icml2025.html#SantosFMM25 Haau-Sing Li Patrick Fernandes Iryna Gurevych André F. T. Martins Formalizing Test-Time Compute for Function-Level Code Generation. IJCNLP-AACL (Findings) 2025 1157-1170 conf/ijcnlp/2025f https://aclanthology.org/2025.findings-ijcnlp.70/ db/conf/ijcnlp/ijcnlp2025f.html#LiFGM25 streams/conf/ijcnlp Peiqin Lin André F. T. Martins Hinrich Schütze XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples. 3968-3977 2025 NAACL (Findings) https://doi.org/10.18653/v1/2025.findings-naacl.221 https://aclanthology.org/2025.findings-naacl.221/ conf/naacl/2025f db/conf/naacl/naacl2025f.html#LinMS25 streams/conf/naacl Peiqin Lin André F. T. Martins Hinrich Schütze A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models. 4038-4050 2025 NAACL (Findings) https://doi.org/10.18653/v1/2025.findings-naacl.225 https://aclanthology.org/2025.findings-naacl.225/ conf/naacl/2025f db/conf/naacl/naacl2025f.html#LinMS25a streams/conf/naacl

Saul José Rodrigues dos Santos António Farinhas Daniel C. McNamee André F. T. Martins ∞-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation. 2025 January abs/2501.19098 CoRR https://doi.org/10.48550/arXiv.2501.19098 db/journals/corr/corr2501.html#abs-2501-19098 streams/journals/corr

Saul José Rodrigues dos Santos António Farinhas Daniel C. McNamee André F. T. Martins Modern Hopfield Networks with Continuous-Time Memories. 2025 February abs/2502.10122 CoRR https://doi.org/10.48550/arXiv.2502.10122 db/journals/corr/corr2502.html#abs-2502-10122 streams/journals/corr

Sophia Sklaviadis Sweta Agrawal António Farinhas André F. T. Martins Mário A. T. Figueiredo Fenchel-Young Variational Learning. 2025 February abs/2502.10295 CoRR https://doi.org/10.48550/arXiv.2502.10295 db/journals/corr/corr2502.html#abs-2502-10295 streams/journals/corr

Nuno Gonçalves Marcos V. Treviso André F. T. Martins AdaSplash: Adaptive Sparse Flash Attention. 2025 February abs/2502.12082 CoRR https://doi.org/10.48550/arXiv.2502.12082 db/journals/corr/corr2502.html#abs-2502-12082 streams/journals/corr

António Farinhas Nuno Miguel Guerreiro Sweta Agrawal Ricardo Rei André F. T. Martins Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral. 2025 February abs/2502.12701 CoRR https://doi.org/10.48550/arXiv.2502.12701 db/journals/corr/corr2502.html#abs-2502-12701 streams/journals/corr

Margarida M. Campos João Cálem Sophia Sklaviadis Mário A. T. Figueiredo André F. T. Martins Sparse Activations as Conformal Predictors. 2025 February abs/2502.14773 CoRR https://doi.org/10.48550/arXiv.2502.14773 db/journals/corr/corr2502.html#abs-2502-14773 streams/journals/corr

Beatriz Canaverde Telmo Pessoa Pires Leonor Melo Ribeiro André F. T. Martins LegalBench.PT: A Benchmark for Portuguese Law. 2025 February abs/2502.16357 CoRR https://doi.org/10.48550/arXiv.2502.16357 db/journals/corr/corr2502.html#abs-2502-16357 streams/journals/corr

Nicolas Boizard Hippolyte Gisserot-Boukhlef Duarte M. Alves André F. T. Martins Ayoub Hammal Caio Corro Céline Hudelot Emmanuel Malherbe Etienne Malaboeuf Fanny Jourdan Gabriel Hautreux João Alves 0003 Kevin El Haddad Manuel Faysse Maxime Peyrard Nuno Miguel Guerreiro Patrick Fernandes Ricardo Rei Pierre Colombo EuroBERT: Scaling Multilingual Encoders for European Languages. 2025 March abs/2503.05500 CoRR https://doi.org/10.48550/arXiv.2503.05500 db/journals/corr/corr2503.html#abs-2503-05500 streams/journals/corr

José Pombal Nuno Miguel Guerreiro Ricardo Rei André F. T. Martins Adding Chocolate to Mint: Mitigating Metric Interference in Machine Translation. 2025 March abs/2503.08327 CoRR https://doi.org/10.48550/arXiv.2503.08327 db/journals/corr/corr2503.html#abs-2503-08327 streams/journals/corr

Kshitij Ambilduke Ben Peters Sonal Sannigrahi Anil Keshwani Tsz Kin Lam Bruno Martins 0001 Marcely Zanon Boito André F. T. Martins From TOWER to SPIRE: Adding the Speech Modality to a Text-Only LLM. 2025 March abs/2503.10620 CoRR https://doi.org/10.48550/arXiv.2503.10620 db/journals/corr/corr2503.html#abs-2503-10620 streams/journals/corr

José Pombal Nuno Miguel Guerreiro Ricardo Rei André F. T. Martins Zero-shot Benchmarking: A Framework for Flexible and Scalable Automatic Evaluation of Language Models. 2025 April abs/2504.01001 CoRR https://doi.org/10.48550/arXiv.2504.01001 db/journals/corr/corr2504.html#abs-2504-01001 streams/journals/corr

José Pombal Dongkeun Yoon Patrick Fernandes Ian Wu Seungone Kim Ricardo Rei Graham Neubig André F. T. Martins M-Prometheus: A Suite of Open Multilingual LLM Judges. 2025 April abs/2504.04953 CoRR https://doi.org/10.48550/arXiv.2504.04953 db/journals/corr/corr2504.html#abs-2504-04953 streams/journals/corr

Patrick Fernandes Sweta Agrawal Emmanouil Zaranis André F. T. Martins Graham Neubig Do LLMs Understand Your Translations? Evaluating Paragraph-level MT with Question Answering. 2025 April abs/2504.07583 CoRR https://doi.org/10.48550/arXiv.2504.07583 db/journals/corr/corr2504.html#abs-2504-07583 streams/journals/corr

Miguel Moura Ramos Patrick Fernandes Sweta Agrawal André F. T. Martins Multilingual Contextualization of Large Language Models for Document-Level Machine Translation. 2025 April abs/2504.12140 CoRR https://doi.org/10.48550/arXiv.2504.12140 db/journals/corr/corr2504.html#abs-2504-12140 streams/journals/corr

Dennis Fucci Marco Gaido Matteo Negri Luisa Bentivogli André F. T. Martins Giuseppe Attanasio Different Speech Translation Models Encode and Translate Speaker Gender Differently. 2025 June abs/2506.02172 CoRR https://doi.org/10.48550/arXiv.2506.02172 db/journals/corr/corr2506.html#abs-2506-02172 streams/journals/corr

Pedro Henrique Martins João Alves 0003 Patrick Fernandes Nuno Miguel Guerreiro Ricardo Rei M. Amin Farajian Mateusz Klimaszewski Duarte M. Alves José Pombal Nicolas Boizard Manuel Faysse Pierre Colombo François Yvon Barry Haddow José G. C. de Souza Alexandra Birch André F. T. Martins EuroLLM-9B: Technical Report. 2025 June abs/2506.04079 CoRR https://doi.org/10.48550/arXiv.2506.04079 db/journals/corr/corr2506.html#abs-2506-04079 streams/journals/corr

Emmanouil Zaranis António Farinhas Saul José Rodrigues dos Santos Beatriz Canaverde Miguel Moura Ramos Aditya K. Surikuchi André Viveiros Baohao Liao Elena Belén Bueno-Benito Nithin Sivakumaran Pavlo Vasylenko Shoubin Yu Sonal Sannigrahi Wafaa Mohammed Ben Peters Danae Sánchez Villegas Elias Stengel-Eskin Giuseppe Attanasio Jaehong Yoon Stella Frank Alessandro Suglia Chrysoula Zerva Desmond Elliott Mariella Dimiccoli Mohit Bansal Oswald Lanz Raffaella Bernardi Raquel Fernández Sandro Pezzelle Vlad Niculae André F. T. Martins Movie Facts and Fibs (MF2): A Benchmark for Long Movie Understanding. 2025 June abs/2506.06275 CoRR https://doi.org/10.48550/arXiv.2506.06275 db/journals/corr/corr2506.html#abs-2506-06275 streams/journals/corr

Marine Carpuat Omri Asscher Kalika Bali Luisa Bentivogli Frédéric Blain Lynne Bowker Monojit Choudhury Hal Daumé III Kevin Duh Ge Gao 0001 Alvin Grissom II Marzena Karpinska Elaine C. Khoong William D. Lewis André F. T. Martins Mary Nurminen Douglas W. Oard Maja Popovic Michel Simard François Yvon An Interdisciplinary Approach to Human-Centered Machine Translation. 2025 June abs/2506.13468 CoRR https://doi.org/10.48550/arXiv.2506.13468 db/journals/corr/corr2506.html#abs-2506-13468 streams/journals/corr

Pavlo Vasylenko Marcos Vinícius Treviso André F. T. Martins Long-Context Generalization with Sparse Attention. 2025 June abs/2506.16640 CoRR https://doi.org/10.48550/arXiv.2506.16640 db/journals/corr/corr2506.html#abs-2506-16640 streams/journals/corr

Giuseppe Attanasio Sonal Sannigrahi Ben Peters André F. T. Martins Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning. 2025 June abs/2506.17019 CoRR https://doi.org/10.48550/arXiv.2506.17019 db/journals/corr/corr2506.html#abs-2506-17019 streams/journals/corr

Ricardo Rei Nuno Miguel Guerreiro José Pombal João Alves 0003 Pedro Teixeirinha M. Amin Farajian André F. T. Martins Tower+: Bridging Generality and Translation Specialization in Multilingual LLMs. 2025 June abs/2506.17080 CoRR https://doi.org/10.48550/arXiv.2506.17080 db/journals/corr/corr2506.html#abs-2506-17080 streams/journals/corr

Hippolyte Gisserot-Boukhlef Nicolas Boizard Manuel Faysse Duarte M. Alves Emmanuel Malherbe André F. T. Martins Céline Hudelot Pierre Colombo Should We Still Pretrain Encoders with Masked Language Modeling? 2025 July abs/2507.00994 CoRR https://doi.org/10.48550/arXiv.2507.00994 db/journals/corr/corr2507.html#abs-2507-00994 streams/journals/corr

Osman Batur Ince André F. T. Martins Oisin Mac Aodha Edoardo M. Ponti Sample-efficient Integration of New Modalities into Large Language Models. 2025 September abs/2509.04606 CoRR https://doi.org/10.48550/arXiv.2509.04606 db/journals/corr/corr2509.html#abs-2509-04606 streams/journals/corr

André Viveiros Patrick Fernandes Saul José Rodrigues dos Santos Sonal Sannigrahi Emmanouil Zaranis Nuno Miguel Guerreiro M. Amin Farajian Pierre Colombo Graham Neubig André F. T. Martins TowerVision: Understanding and Improving Multilinguality in Vision-Language Models. 2025 October abs/2510.21849 CoRR https://doi.org/10.48550/arXiv.2510.21849 db/journals/corr/corr2510.html#abs-2510-21849 streams/journals/corr

André F. T. Martins Learning with the p-adics. 2025 December abs/2512.22692 CoRR https://doi.org/10.48550/arXiv.2512.22692 db/journals/corr/corr2512.html#abs-2512-22692 streams/journals/corr

Nuno Miguel Guerreiro Ricardo Rei Daan van Stigt Luísa Coheur Pierre Colombo André F. T. Martins xcomet : Transparent Machine Translation Evaluation through Fine-grained Error Detection. 979-995 2024 12 Trans. Assoc. Comput. Linguistics https://doi.org/10.1162/tacl_a_00683 db/journals/tacl/tacl12.html#GuerreiroRSCCM24 streams/journals/tacl

Sweta Agrawal M. Amin Farajian Patrick Fernandes Ricardo Rei André F. T. Martins Assessing the Role of Context in Chat Translation Evaluation: Is Context Helpful and Under What Conditions? 1250-1267 2024 12 Trans. Assoc. Comput. Linguistics https://doi.org/10.1162/tacl_a_00700 db/journals/tacl/tacl12.html#AgrawalFFRM24 streams/journals/tacl

Chrysoula Zerva André F. T. Martins Conformalizing Machine Translation Evaluation. 1460-1478 2024 12 Trans. Assoc. Comput. Linguistics https://doi.org/10.1162/tacl_a_00711 db/journals/tacl/tacl12.html#ZervaM24 streams/journals/tacl

Margarida M. Campos António Farinhas Chrysoula Zerva Mário A. T. Figueiredo André F. T. Martins Conformal Prediction for Natural Language Processing: A Survey. 1497-1516 2024 12 Trans. Assoc. Comput. Linguistics https://doi.org/10.1162/tacl_a_00715 db/journals/tacl/tacl12.html#CamposFZFM24 streams/journals/tacl

Peiqin Lin Chengzhi Hu Zheyu Zhang 0007 André F. T. Martins Hinrich Schütze mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models. 276-310 2024 EACL (Findings) https://aclanthology.org/2024.findings-eacl.20 conf/eacl/2024f db/conf/eacl/eacl2024f.html#LinHZMS24 Dennis Ulmer Chrysoula Zerva André F. T. Martins Non-Exchangeable Conformal Language Generation with Nearest Neighbors. 1909-1929 2024 EACL (Findings) https://aclanthology.org/2024.findings-eacl.129 conf/eacl/2024f db/conf/eacl/eacl2024f.html#UlmerZM24 Maria Ana Henriques Ana C. Farinha Nuno André António Novais Sara Guerreiro de Sousa Bruno Prezado Silva Ana Oliveira Helena Moniz André F. T. Martins Paulo Dimas The Center for Responsible AI Project. 61-62 2024 EAMT (2) https://aclanthology.org/2024.eamt-2.31 conf/eamt/2024-2 db/conf/eamt/eamt2024-2.html#HenriquesFANSSOMMD24 streams/conf/eamt Miguel Moura Ramos Patrick Fernandes António Farinhas André F. T. Martins Aligning Neural Machine Translation Models: Human Feedback in Training and Inference. 258-274 2024 EAMT (1) https://aclanthology.org/2024.eamt-1.22 conf/eamt/2024-1 db/conf/eamt/eamt2024-1.html#RamosFFM24 streams/conf/eamt Sweta Agrawal António Farinhas Ricardo Rei André F. T. Martins Can Automatic Metrics Assess High-Quality Translations? 14491-14502 2024 EMNLP https://doi.org/10.18653/v1/2024.emnlp-main.802 https://aclanthology.org/2024.emnlp-main.802 conf/emnlp/2024 db/conf/emnlp/emnlp2024.html#AgrawalFRM24 Sweta Agrawal José Guilherme Camargo de Souza Ricardo Rei António Farinhas Gonçalo Rui Alves Faria Patrick Fernandes Nuno Miguel Guerreiro André F. T. Martins Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation. 14503-14519 2024 EMNLP https://doi.org/10.18653/v1/2024.emnlp-main.803 https://aclanthology.org/2024.emnlp-main.803 conf/emnlp/2024 db/conf/emnlp/emnlp2024.html#AgrawalSRFFFGM24 Emmanouil Zaranis Nuno Miguel Guerreiro André F. T. Martins Analyzing Context Contributions in LLM-based Machine Translation. 14899-14924 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.876 https://aclanthology.org/2024.findings-emnlp.876 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#ZaranisGM24 Marcos V. Treviso Nuno Miguel Guerreiro Sweta Agrawal Ricardo Rei José Pombal Tânia Vaz Helena Wu Beatriz Silva Daan van Stigt André F. T. Martins xTower: A Multilingual LLM for Explaining and Correcting Translation Errors. 15222-15239 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.892 https://aclanthology.org/2024.findings-emnlp.892 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#TrevisoGARPVWSS24 António Farinhas Chrysoula Zerva Dennis Ulmer André F. T. Martins Non-Exchangeable Conformal Risk Control. 2024 ICLR https://openreview.net/forum?id=j511LaqEeP conf/iclr/2024 db/conf/iclr/iclr2024.html#FarinhasZUM24 Saul José Rodrigues dos Santos Vlad Niculae Daniel C. McNamee André F. T. Martins Sparse and Structured Hopfield Networks. 2024 ICML https://proceedings.mlr.press/v235/santos24a.html https://openreview.net/forum?id=OdPlFWExX1 conf/icml/2024 db/conf/icml/icml2024.html#SantosNMM24 43368-43388 Gonçalo Rui Alves Faria Sweta Agrawal António Farinhas Ricardo Rei José Guilherme Camargo de Souza André F. T. Martins QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/a221d22ff6a33599142c8299c7ed06bb-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#FariaAFRSM24 António Farinhas Haau-Sing Li André F. T. Martins Reranking Laws for Language Generation: A Communication-Theoretic Perspective. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/c8b2f897e45770595656a79a9ad91e89-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#FarinhasLM24 Chrysoula Zerva Frédéric Blain José Guilherme Camargo de Souza Diptesh Kanojia Sourabh Dattatray Deoghare Nuno Miguel Guerreiro Giuseppe Attanasio Ricardo Rei Constantin Orasan Matteo Negri Marco Turchi Rajen Chatterjee Pushpak Bhattacharyya Markus Freitag André F. T. Martins Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE? 82-109 2024 WMT https://doi.org/10.18653/v1/2024.wmt-1.3 https://aclanthology.org/2024.wmt-1.3 conf/wmt/2024 db/conf/wmt/wmt2024.html#ZervaBSKDGARONT24 Ricardo Rei José Pombal Nuno Miguel Guerreiro João Alves 0003 Pedro Henrique Martins Patrick Fernandes Helena Wu Tânia Vaz Duarte M. Alves M. Amin Farajian Sweta Agrawal António Farinhas José Guilherme Camargo de Souza André F. T. Martins Tower v2: Unbabel-IST 2024 Submission for the General MT Shared Task. 185-204 2024 WMT https://doi.org/10.18653/v1/2024.wmt-1.12 https://aclanthology.org/2024.wmt-1.12 conf/wmt/2024 db/conf/wmt/wmt2024.html#ReiPGAMFWVAFAFS24 José Pombal Sweta Agrawal André F. T. Martins Improving Context Usage for Translating Bilingual Customer Support Chat with Large Language Models. 993-1003 2024 WMT https://doi.org/10.18653/v1/2024.wmt-1.100 https://aclanthology.org/2024.wmt-1.100 conf/wmt/2024 db/conf/wmt/wmt2024.html#PombalAM24 Hugo Pitorro Pavlo Vasylenko Marcos V. Treviso André F. T. Martins How Effective Are State Space Models for Machine Translation? 1107-1124 2024 WMT https://doi.org/10.18653/v1/2024.wmt-1.111 https://aclanthology.org/2024.wmt-1.111 conf/wmt/2024 db/conf/wmt/wmt2024.html#PitorroVTM24

Peiqin Lin Shaoxiong Ji Jörg Tiedemann André F. T. Martins Hinrich Schütze MaLA-500: Massive Language Adaptation of Large Language Models. 2024 abs/2401.13303 CoRR https://doi.org/10.48550/arXiv.2401.13303 db/journals/corr/corr2401.html#abs-2401-13303

Dennis Ulmer Chrysoula Zerva André F. T. Martins Non-Exchangeable Conformal Language Generation with Nearest Neighbors. 2024 abs/2402.00707 CoRR https://doi.org/10.48550/arXiv.2402.00707 db/journals/corr/corr2402.html#abs-2402-00707

Manuel Faysse Patrick Fernandes Nuno Miguel Guerreiro António Loison Duarte M. Alves Caio F. Corro Nicolas Boizard João Alves 0003 Ricardo Rei Pedro Henrique Martins Antoni Bigata Casademunt François Yvon André F. T. Martins Gautier Viaud Céline Hudelot Pierre Colombo CroissantLLM: A Truly Bilingual French-English Language Model. 2024 abs/2402.00786 CoRR https://doi.org/10.48550/arXiv.2402.00786 db/journals/corr/corr2402.html#abs-2402-00786

Saul José Rodrigues dos Santos Vlad Niculae Daniel C. McNamee André F. T. Martins Sparse and Structured Hopfield Networks. 2024 abs/2402.13725 CoRR https://doi.org/10.48550/arXiv.2402.13725 db/journals/corr/corr2402.html#abs-2402-13725

Duarte M. Alves José Pombal Nuno Miguel Guerreiro Pedro Henrique Martins João Alves 0003 M. Amin Farajian Ben Peters Ricardo Rei Patrick Fernandes Sweta Agrawal Pierre Colombo José G. C. de Souza André F. T. Martins Tower: An Open Multilingual Large Language Model for Translation-Related Tasks. 2024 abs/2402.17733 CoRR https://doi.org/10.48550/arXiv.2402.17733 db/journals/corr/corr2402.html#abs-2402-17733

Pierre Colombo Telmo Pessoa Pires Malik Boudiaf Dominic Culver Rui Melo Caio Corro André F. T. Martins Fabrizio Esposito Vera Lúcia Raposo Sofia Morgado Michael Desa SaulLM-7B: A pioneering Large Language Model for Law. 2024 abs/2403.03883 CoRR https://doi.org/10.48550/arXiv.2403.03883 db/journals/corr/corr2403.html#abs-2403-03883

Ben Peters André F. T. Martins Did Translation Models Get More Robust Without Anyone Even Noticing? 2024 abs/2403.03923 CoRR https://doi.org/10.48550/arXiv.2403.03923 db/journals/corr/corr2403.html#abs-2403-03923

Sweta Agrawal M. Amin Farajian Patrick Fernandes Ricardo Rei André F. T. Martins Is Context Helpful for Chat Translation Evaluation? 2024 abs/2403.08314 CoRR https://doi.org/10.48550/arXiv.2403.08314 db/journals/corr/corr2403.html#abs-2403-08314

Margarida M. Campos António Farinhas Chrysoula Zerva Mário A. T. Figueiredo André F. T. Martins Conformal Prediction for Natural Language Processing: A Survey. 2024 abs/2405.01976 CoRR https://doi.org/10.48550/arXiv.2405.01976 db/journals/corr/corr2405.html#abs-2405-01976

Peiqin Lin André F. T. Martins Hinrich Schütze XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples. 2024 abs/2405.05116 CoRR https://doi.org/10.48550/arXiv.2405.05116 db/journals/corr/corr2405.html#abs-2405-05116

Sweta Agrawal António Farinhas Ricardo Rei André F. T. Martins Can Automatic Metrics Assess High-Quality Translations? 2024 abs/2405.18348 CoRR https://doi.org/10.48550/arXiv.2405.18348 db/journals/corr/corr2405.html#abs-2405-18348

Gonçalo Rui Alves Faria Sweta Agrawal António Farinhas Ricardo Rei José G. C. de Souza André F. T. Martins QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation. 2024 abs/2406.00049 CoRR https://doi.org/10.48550/arXiv.2406.00049 db/journals/corr/corr2406.html#abs-2406-00049

Marcos V. Treviso Nuno Miguel Guerreiro Sweta Agrawal Ricardo Rei José Pombal Tânia Vaz Helena Wu Beatriz Silva Daan van Stigt André F. T. Martins xTower: A Multilingual LLM for Explaining and Correcting Translation Errors. 2024 abs/2406.19482 CoRR https://doi.org/10.48550/arXiv.2406.19482 db/journals/corr/corr2406.html#abs-2406-19482 streams/journals/corr

Peiqin Lin André F. T. Martins Hinrich Schütze A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models. 2024 abs/2407.00436 CoRR https://doi.org/10.48550/arXiv.2407.00436 db/journals/corr/corr2407.html#abs-2407-00436 streams/journals/corr

Hugo Pitorro Pavlo Vasylenko Marcos V. Treviso André F. T. Martins How Effective are State Space Models for Machine Translation? 2024 abs/2407.05489 CoRR https://doi.org/10.48550/arXiv.2407.05489 db/journals/corr/corr2407.html#abs-2407-05489 streams/journals/corr

Haau-Sing Li Patrick Fernandes Iryna Gurevych André F. T. Martins DOCE: Finding the Sweet Spot for Execution-Based Code Generation. 2024 abs/2408.13745 CoRR https://doi.org/10.48550/arXiv.2408.13745 db/journals/corr/corr2408.html#abs-2408-13745 streams/journals/corr

António Farinhas Haau-Sing Li André F. T. Martins Reranking Laws for Language Generation: A Communication-Theoretic Perspective. 2024 abs/2409.07131 CoRR https://doi.org/10.48550/arXiv.2409.07131 db/journals/corr/corr2409.html#abs-2409-07131 streams/journals/corr

Pedro Henrique Martins Patrick Fernandes João Alves 0003 Nuno Miguel Guerreiro Ricardo Rei Duarte M. Alves José Pombal M. Amin Farajian Manuel Faysse Mateusz Klimaszewski Pierre Colombo Barry Haddow José G. C. de Souza Alexandra Birch André F. T. Martins EuroLLM: Multilingual Language Models for Europe. 2024 abs/2409.16235 CoRR https://doi.org/10.48550/arXiv.2409.16235 db/journals/corr/corr2409.html#abs-2409-16235 streams/journals/corr

Sweta Agrawal José G. C. de Souza Ricardo Rei António Farinhas Gonçalo Rui Alves Faria Patrick Fernandes Nuno Miguel Guerreiro André F. T. Martins Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation. 2024 abs/2410.07779 CoRR https://doi.org/10.48550/arXiv.2410.07779 db/journals/corr/corr2410.html#abs-2410-07779 streams/journals/corr

Emmanouil Zaranis Giuseppe Attanasio Sweta Agrawal André F. T. Martins Watching the Watchers: Exposing Gender Disparities in Machine Translation Quality Estimation. 2024 abs/2410.10995 CoRR https://doi.org/10.48550/arXiv.2410.10995 db/journals/corr/corr2410.html#abs-2410-10995 streams/journals/corr

Emmanouil Zaranis Nuno Miguel Guerreiro André F. T. Martins Analyzing Context Contributions in LLM-based Machine Translation. 2024 abs/2410.16246 CoRR https://doi.org/10.48550/arXiv.2410.16246 db/journals/corr/corr2410.html#abs-2410-16246 streams/journals/corr

Miguel Moura Ramos Tomás Almeida Daniel Vareta Filipe Azevedo 0001 Sweta Agrawal Patrick Fernandes André F. T. Martins Fine-Grained Reward Optimization for Machine Translation using Error Severity Mappings. 2024 abs/2411.05986 CoRR https://doi.org/10.48550/arXiv.2411.05986 db/journals/corr/corr2411.html#abs-2411-05986 streams/journals/corr

Saul José Rodrigues dos Santos Vlad Niculae Daniel C. McNamee André F. T. Martins Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval. 2024 abs/2411.08590 CoRR https://doi.org/10.48550/arXiv.2411.08590 db/journals/corr/corr2411.html#abs-2411-08590 streams/journals/corr

Shivalika Singh Angelika Romanou Clémentine Fourrier David Ifeoluwa Adelani Jian Gang Ngui Daniel Vila-Suero Peerat Limkonchotiwat Kelly Marchisio Wei Qi Leong Yosephine Susanto Raymond Ng Shayne Longpre Wei-Yin Ko Madeline Smith Antoine Bosselut Alice Oh André F. T. Martins Leshem Choshen Daphne Ippolito Enzo Ferrante Marzieh Fadaee Beyza Ermis Sara Hooker Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation. 2024 abs/2412.03304 CoRR https://doi.org/10.48550/arXiv.2412.03304 db/journals/corr/corr2412.html#abs-2412-03304 streams/journals/corr

José Pombal Sweta Agrawal Patrick Fernandes Emmanouil Zaranis André F. T. Martins A Context-aware Framework for Translation-mediated Conversations. 2024 abs/2412.04205 CoRR https://doi.org/10.48550/arXiv.2412.04205 db/journals/corr/corr2412.html#abs-2412-04205 streams/journals/corr

Marcos V. Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao Manuel R. Ciosici Michael Hassid Kenneth Heafield Sara Hooker Colin Raffel Pedro Henrique Martins André F. T. Martins Jessica Zosa Forde Peter A. Milder Edwin Simpson Noam Slonim Jesse Dodge Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 0001 Efficient Methods for Natural Language Processing: A Survey. 826-860 2023 11 Trans. Assoc. Comput. Linguistics https://doi.org/10.1162/tacl_a_00577 https://www.wikidata.org/entity/Q121298168 db/journals/tacl/tacl11.html#TrevisoLJACCHHH23

Nuno Miguel Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F. T. Martins Hallucinations in Large Multilingual Translation Models. 1500-1517 2023 11 Trans. Assoc. Comput. Linguistics https://doi.org/10.1162/tacl_a_00615 db/journals/tacl/tacl11.html#GuerreiroAWHBCM23

Patrick Fernandes Aman Madaan Emmy Liu António Farinhas Pedro Henrique Martins Amanda Bertsch José G. C. de Souza Shuyan Zhou Tongshuang Wu Graham Neubig André F. T. Martins Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation. 1643-1668 2023 11 Trans. Assoc. Comput. Linguistics https://doi.org/10.1162/tacl_a_00626 db/journals/tacl/tacl11.html#FernandesMLFMBS23

Patrick Fernandes Kayo Yin Emmy Liu André F. T. Martins Graham Neubig When Does Translation Require Context? A Data-driven, Multilingual Exploration. 606-626 2023 ACL (1) https://doi.org/10.18653/v1/2023.acl-long.36 https://aclanthology.org/2023.acl-long.36 https://www.wikidata.org/entity/Q131458002 conf/acl/2023-1 db/conf/acl/acl2023-1.html#FernandesYLMN23 Ayyoob Imani Peiqin Lin Amir Hossein Kargaran Silvia Severini Masoud Jalili Sabet Nora Kassner Chunlan Ma Helmut Schmid André F. T. Martins François Yvon Hinrich Schütze Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages. 1082-1117 2023 ACL (1) https://doi.org/10.18653/v1/2023.acl-long.61 https://aclanthology.org/2023.acl-long.61 conf/acl/2023-1 db/conf/acl/acl2023-1.html#ImaniLKSSKMSMYS23 Ricardo Rei Nuno Miguel Guerreiro Marcos V. Treviso Luísa Coheur Alon Lavie André F. T. Martins The Inside Story: Towards Better Understanding of Machine Translation Neural Evaluation Metrics. 1089-1105 2023 ACL (2) https://doi.org/10.18653/v1/2023.acl-short.94 https://aclanthology.org/2023.acl-short.94 conf/acl/2023-2 db/conf/acl/acl2023-2.html#ReiGTCLM23 Nuno Miguel Guerreiro Pierre Colombo Pablo Piantanida André F. T. Martins Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation. 13766-13784 2023 ACL (1) https://doi.org/10.18653/v1/2023.acl-long.770 https://aclanthology.org/2023.acl-long.770 conf/acl/2023-1 db/conf/acl/acl2023-1.html#GuerreiroCPM23 Haau-Sing Li Mohsen Mesgar André F. T. Martins Iryna Gurevych Python Code Generation by Asking Clarification Questions. 14287-14306 2023 ACL (1) https://doi.org/10.18653/v1/2023.acl-long.799 https://aclanthology.org/2023.acl-long.799 conf/acl/2023-1 db/conf/acl/acl2023-1.html#LiMMG23 Marcos V. Treviso Alexis Ross Nuno Miguel Guerreiro André F. T. Martins CREST: A Joint Framework for Rationalization and Counterfactual Text Generation. 15109-15126 2023 ACL (1) https://doi.org/10.18653/v1/2023.acl-long.842 https://aclanthology.org/2023.acl-long.842 https://www.wikidata.org/entity/Q131459004 conf/acl/2023-1 db/conf/acl/acl2023-1.html#TrevisoRGM23 Nuno Miguel Guerreiro Elena Voita André F. T. Martins Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation. 1059-1075 2023 EACL https://doi.org/10.18653/v1/2023.eacl-main.75 https://aclanthology.org/2023.eacl-main.75 conf/eacl/2023 db/conf/eacl/eacl2023.html#GuerreiroVM23 Taisiya Glushkova Chrysoula Zerva André F. T. Martins BLEU Meets COMET: Combining Lexical and Neural Metrics Towards Robust Machine Translation Evaluation. 47-58 2023 EAMT https://aclanthology.org/2023.eamt-1.6 conf/eamt/2023 db/conf/eamt/eamt2023.html#GlushkovaZM23 Pedro Henrique Martins João Alves 0003 Tânia Vaz Madalena Gonçalves Beatriz Silva Marianna Buchicchio José G. C. de Souza André F. T. Martins Empirical Assessment of kNN-MT for Real-World Translation Scenarios. 115-124 2023 EAMT https://aclanthology.org/2023.eamt-1.12 conf/eamt/2023 db/conf/eamt/eamt2023.html#MartinsAVGSBSM23 Duarte M. Alves Nuno Miguel Guerreiro João Alves 0003 José Pombal Ricardo Rei José Guilherme Camargo de Souza Pierre Colombo André F. T. Martins Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning. 11127-11148 2023 EMNLP (Findings) https://doi.org/10.18653/v1/2023.findings-emnlp.744 https://aclanthology.org/2023.findings-emnlp.744 conf/emnlp/2023f db/conf/emnlp/emnlp2023f.html#AlvesGAPRSCM23 António Farinhas José Guilherme Camargo de Souza André F. T. Martins An Empirical Study of Translation Hypothesis Ensembling with Large Language Models. 11956-11970 2023 EMNLP https://doi.org/10.18653/v1/2023.emnlp-main.733 https://aclanthology.org/2023.emnlp-main.733 conf/emnlp/2023 db/conf/emnlp/emnlp2023.html#FarinhasSM23 Frédéric Blain Chrysoula Zerva Ricardo Ribeiro Nuno Miguel Guerreiro Diptesh Kanojia José G. C. de Souza Beatriz Silva Tânia Vaz Yan Jingxuan Fatemeh Azadi Constantin Orasan André F. T. Martins Findings of the WMT 2023 Shared Task on Quality Estimation. 629-653 2023 WMT https://doi.org/10.18653/v1/2023.wmt-1.52 https://aclanthology.org/2023.wmt-1.52 conf/wmt/2023 db/conf/wmt/wmt2023.html#BlainZRGKSSVJAO23 Ricardo Rei Nuno Miguel Guerreiro José Pombal Daan van Stigt Marcos V. Treviso Luísa Coheur José G. C. de Souza André F. T. Martins Scaling up CometKiwi: Unbabel-IST 2023 Submission for the Quality Estimation Shared Task. 841-848 2023 WMT https://doi.org/10.18653/v1/2023.wmt-1.73 https://aclanthology.org/2023.wmt-1.73 conf/wmt/2023 db/conf/wmt/wmt2023.html#ReiGPSTCSM23 Patrick Fernandes Daniel Deutsch Mara Finkelstein Parker Riley André F. T. Martins Graham Neubig Ankush Garg Jonathan H. Clark Markus Freitag Orhan Firat The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation. 1066-1083 2023 WMT https://doi.org/10.18653/v1/2023.wmt-1.100 https://aclanthology.org/2023.wmt-1.100 conf/wmt/2023 db/conf/wmt/wmt2023.html#FernandesDFRMNG23

Vlad Niculae Caio F. Corro Nikita Nangia Tsvetomila Mihaylova André F. T. Martins Discrete Latent Structure in Neural Networks. 2023 abs/2301.07473 CoRR https://doi.org/10.48550/arXiv.2301.07473 db/journals/corr/corr2301.html#abs-2301-07473

Nuno Miguel Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F. T. Martins Hallucinations in Large Multilingual Translation Models. 2023 abs/2303.16104 CoRR https://doi.org/10.48550/arXiv.2303.16104 db/journals/corr/corr2303.html#abs-2303-16104

Patrick Fernandes Aman Madaan Emmy Liu António Farinhas Pedro Henrique Martins Amanda Bertsch José G. C. de Souza Shuyan Zhou Tongshuang Wu Graham Neubig André F. T. Martins Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation. 2023 abs/2305.00955 CoRR https://doi.org/10.48550/arXiv.2305.00955 db/journals/corr/corr2305.html#abs-2305-00955

Ricardo Rei Nuno Miguel Guerreiro Marcos V. Treviso Luísa Coheur Alon Lavie André F. T. Martins The Inside Story: Towards Better Understanding of Machine Translation Neural Evaluation Metrics. 2023 abs/2305.11806 CoRR https://doi.org/10.48550/arXiv.2305.11806 db/journals/corr/corr2305.html#abs-2305-11806

Ayyoob Imani Peiqin Lin Amir Hossein Kargaran Silvia Severini Masoud Jalili Sabet Nora Kassner Chunlan Ma Helmut Schmid André F. T. Martins François Yvon Hinrich Schütze Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages. 2023 abs/2305.12182 CoRR https://doi.org/10.48550/arXiv.2305.12182 db/journals/corr/corr2305.html#abs-2305-12182

Peiqin Lin Chengzhi Hu Zheyu Zhang 0007 André F. T. Martins Hinrich Schütze mPLM-Sim: Unveiling Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models. 2023 abs/2305.13684 CoRR https://doi.org/10.48550/arXiv.2305.13684 db/journals/corr/corr2305.html#abs-2305-13684

Marcos V. Treviso Alexis Ross Nuno Miguel Guerreiro André F. T. Martins CREST: A Joint Framework for Rationalization and Counterfactual Text Generation. 2023 abs/2305.17075 CoRR https://doi.org/10.48550/arXiv.2305.17075 db/journals/corr/corr2305.html#abs-2305-17075

Taisiya Glushkova Chrysoula Zerva André F. T. Martins BLEU Meets COMET: Combining Lexical and Neural Metrics Towards Robust Machine Translation Evaluation. 2023 abs/2305.19144 CoRR https://doi.org/10.48550/arXiv.2305.19144 db/journals/corr/corr2305.html#abs-2305-19144

Chrysoula Zerva André F. T. Martins Conformalizing Machine Translation Evaluation. 2023 abs/2306.06221 CoRR https://doi.org/10.48550/arXiv.2306.06221 db/journals/corr/corr2306.html#abs-2306-06221

Patrick Fernandes Daniel Deutsch Mara Finkelstein Parker Riley André F. T. Martins Graham Neubig Ankush Garg Jonathan H. Clark Markus Freitag Orhan Firat The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation. 2023 abs/2308.07286 CoRR https://doi.org/10.48550/arXiv.2308.07286 db/journals/corr/corr2308.html#abs-2308-07286

Ricardo Rei Nuno Miguel Guerreiro José Pombal Daan van Stigt Marcos V. Treviso Luísa Coheur José G. C. de Souza André F. T. Martins Scaling up COMETKIWI: Unbabel-IST 2023 Submission for the Quality Estimation Shared Task. 2023 abs/2309.11925 CoRR https://doi.org/10.48550/arXiv.2309.11925 db/journals/corr/corr2309.html#abs-2309-11925

António Farinhas Chrysoula Zerva Dennis Ulmer André F. T. Martins Non-Exchangeable Conformal Risk Control. 2023 abs/2310.01262 CoRR https://doi.org/10.48550/arXiv.2310.01262 db/journals/corr/corr2310.html#abs-2310-01262

Nuno Miguel Guerreiro Ricardo Rei Daan van Stigt Luísa Coheur Pierre Colombo André F. T. Martins xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error Detection. 2023 abs/2310.10482 CoRR https://doi.org/10.48550/arXiv.2310.10482 db/journals/corr/corr2310.html#abs-2310-10482

António Farinhas José G. C. de Souza André F. T. Martins An Empirical Study of Translation Hypothesis Ensembling with Large Language Models. 2023 abs/2310.11430 CoRR https://doi.org/10.48550/arXiv.2310.11430 db/journals/corr/corr2310.html#abs-2310-11430

Duarte M. Alves Nuno Miguel Guerreiro João Alves 0003 José Pombal Ricardo Rei José G. C. de Souza Pierre Colombo André F. T. Martins Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning. 2023 abs/2310.13448 CoRR https://doi.org/10.48550/arXiv.2310.13448 db/journals/corr/corr2310.html#abs-2310-13448

Miguel Moura Ramos Patrick Fernandes António Farinhas André F. T. Martins Aligning Neural Machine Translation Models: Human Feedback in Training and Inference. 2023 abs/2311.09132 CoRR https://doi.org/10.48550/arXiv.2311.09132 db/journals/corr/corr2311.html#abs-2311-09132

André F. T. Martins Marcos V. Treviso António Farinhas Pedro M. Q. Aguiar Mário A. T. Figueiredo Mathieu Blondel Vlad Niculae Sparse Continuous Distributions and Fenchel-Young Losses. 257:1-257:74 2022 23 J. Mach. Learn. Res. https://jmlr.org/papers/v23/21-0879.html db/journals/jmlr/jmlr23.html#MartinsTFAFBN22

Pedro Henrique Martins Zita Marinho André F. T. Martins ∞-former: Infinite Memory Transformer. 5468-5485 2022 ACL (1) https://doi.org/10.18653/v1/2022.acl-long.375 https://aclanthology.org/2022.acl-long.375 https://www.wikidata.org/entity/Q131458721 conf/acl/2022-1 db/conf/acl/acl2022-1.html#MartinsMM22 Marcos V. Treviso António Góis Patrick Fernandes Erick Rocha Fonseca André F. T. Martins Predicting Attention Sparsity in Transformers. 67-81 2022 SPNLP@ACL https://doi.org/10.18653/v1/2022.spnlp-1.7 https://aclanthology.org/2022.spnlp-1.7 conf/acl-spnlp/2022 db/conf/acl-spnlp/acl-spnlp2022.html#TrevisoGFFM22 Gonçalo Rui Alves Faria André F. T. Martins Mário A. T. Figueiredo Differentiable Causal Discovery Under Latent Interventions. 253-274 2022 CLeaR https://proceedings.mlr.press/v177/faria22a.html conf/clear2/2022 db/conf/clear2/clear2022.html#FariaMF22 Ricardo Rei Ana C. Farinha José G. C. de Souza Pedro G. Ramos André F. T. Martins Luísa Coheur Alon Lavie Searching for COMETINHO: The Little Metric That Could. 61-70 2022 EAMT https://aclanthology.org/2022.eamt-1.9 conf/eamt/2022 db/conf/eamt/eamt2022.html#ReiFSRMCL22 José G. C. de Souza Ricardo Rei Ana C. Farinha Helena Moniz André F. T. Martins QUARTZ: Quality-Aware Machine Translation. 313-314 2022 EAMT https://aclanthology.org/2022.eamt-1.47 conf/eamt/2022 db/conf/eamt/eamt2022.html#SouzaRFMM22 André F. T. Martins Ben Peters Chrysoula Zerva Chunchuan Lyu Gonçalo M. Correia Marcos V. Treviso Pedro Henrique Martins Tsvetomila Mihaylova DeepSPIN: Deep Structured Prediction for Natural Language Processing. 325-326 2022 EAMT https://aclanthology.org/2022.eamt-1.53 conf/eamt/2022 db/conf/eamt/eamt2022.html#MartinsPZLCTMM22 Pedro Henrique Martins Zita Marinho André F. T. Martins Chunk-based Nearest Neighbor Machine Translation. 4228-4245 2022 EMNLP https://doi.org/10.18653/v1/2022.emnlp-main.284 https://aclanthology.org/2022.emnlp-main.284 conf/emnlp/2022 db/conf/emnlp/emnlp2022.html#MartinsMM22 Chrysoula Zerva Taisiya Glushkova Ricardo Rei André F. T. Martins Disentangling Uncertainty in Machine Translation Evaluation. 8622-8641 2022 EMNLP https://doi.org/10.18653/v1/2022.emnlp-main.591 https://aclanthology.org/2022.emnlp-main.591 conf/emnlp/2022 db/conf/emnlp/emnlp2022.html#ZervaGRM22 António Farinhas Wilker Aziz Vlad Niculae André F. T. Martins Sparse Communication via Mixed Distributions. 2022 ICLR https://openreview.net/forum?id=WAid50QschI conf/iclr/2022 db/conf/iclr/iclr2022.html#FarinhasANM22 Tsvetomila Mihaylova Vlad Niculae André F. T. Martins Modeling Structure with Undirected Neural Networks. 15544-15560 2022 ICML https://proceedings.mlr.press/v162/mihaylova22a.html conf/icml/2022 db/conf/icml/icml2022.html#MihaylovaNM22 Marina Fomicheva Shuo Sun Erick R. Fonseca Chrysoula Zerva Frédéric Blain Vishrav Chaudhary Francisco Guzmán Nina Lopatina Lucia Specia André F. T. Martins MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset. 4963-4974 2022 LREC https://aclanthology.org/2022.lrec-1.530 conf/lrec/2022 db/conf/lrec/lrec2022.html#FomichevaSFZBCG22 Patrick Fernandes António Farinhas Ricardo Rei José Guilherme Camargo de Souza Perez Ogayo Graham Neubig André F. T. Martins Quality-Aware Decoding for Neural Machine Translation. 1396-1412 2022 NAACL-HLT https://doi.org/10.18653/v1/2022.naacl-main.100 https://aclanthology.org/2022.naacl-main.100 conf/naacl/2022 db/conf/naacl/naacl2022.html#FernandesFRSONM22 Patrick Fernandes Marcos V. Treviso Danish Pruthi André F. T. Martins Graham Neubig Learning to Scaffold: Optimizing Model Explanations for Teaching. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/ea64883d500d31738cd39eb49a748fa4-Abstract-Conference.html db/conf/nips/neurips2022.html#FernandesTPMN22 Markus Freitag Ricardo Rei Nitika Mathur Chi-kiu Lo Craig Stewart Eleftherios Avramidis Tom Kocmi George F. Foster Alon Lavie André F. T. Martins Results of WMT22 Metrics Shared Task: Stop Using BLEU - Neural Metrics Are Better and More Robust. 46-68 2022 WMT https://aclanthology.org/2022.wmt-1.2 conf/wmt/2022 db/conf/wmt/wmt2022.html#FreitagRMLSAKFLM22 Chrysoula Zerva Frédéric Blain Ricardo Rei Piyawat Lertvittayakumjorn José G. C. de Souza Steffen Eger Diptesh Kanojia Duarte M. Alves Constantin Orasan Marina Fomicheva André F. T. Martins Lucia Specia Findings of the WMT 2022 Shared Task on Quality Estimation. 69-99 2022 WMT https://aclanthology.org/2022.wmt-1.3 conf/wmt/2022 db/conf/wmt/wmt2022.html#ZervaBRLSEKAOFMS22 Duarte M. Alves Ricardo Rei Ana C. Farinha José G. C. de Souza André F. T. Martins Robust MT Evaluation with Sentence-level Multilingual Augmentation. 469-478 2022 WMT https://aclanthology.org/2022.wmt-1.43 conf/wmt/2022 db/conf/wmt/wmt2022.html#AlvesRFSM22 Ricardo Rei José G. C. de Souza Duarte M. Alves Chrysoula Zerva Ana C. Farinha Taisiya Glushkova Alon Lavie Luísa Coheur André F. T. Martins COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task. 578-585 2022 WMT https://aclanthology.org/2022.wmt-1.52 conf/wmt/2022 db/conf/wmt/wmt2022.html#ReiSAZFGLCM22 Ricardo Rei Marcos V. Treviso Nuno Miguel Guerreiro Chrysoula Zerva Ana C. Farinha Christine Maroti José G. C. de Souza Taisiya Glushkova Duarte M. Alves Luísa Coheur Alon Lavie André F. T. Martins CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task. 634-645 2022 WMT https://aclanthology.org/2022.wmt-1.60 conf/wmt/2022 db/conf/wmt/wmt2022.html#ReiTGZFMSGACLM22 Ana C. Farinha M. Amin Farajian Marianna Buchicchio Patrick Fernandes José G. C. de Souza Helena Moniz André F. T. Martins Findings of the WMT 2022 Shared Task on Chat Translation. 724-743 2022 WMT https://aclanthology.org/2022.wmt-1.70 conf/wmt/2022 db/conf/wmt/wmt2022.html#FarinhaFBFSMM22 João Alves 0003 Pedro Henrique Martins José G. C. de Souza M. Amin Farajian André F. T. Martins Unbabel-IST at the WMT Chat Translation Shared Task. 943-948 2022 WMT https://aclanthology.org/2022.wmt-1.89 conf/wmt/2022 db/conf/wmt/wmt2022.html#AlvesMSFM22 Andreas Vlachos 0001 Priyanka Agrawal André F. T. Martins Gerasimos Lampouras Chunchuan Lyu Proceedings of the Sixth Workshop on Structured Prediction for NLP, SPNLP@ACL 2022, Dublin, Ireland, May 27, 2022 SPNLP@ACL Association for Computational Linguistics 2022 978-1-955917-51-3 https://aclanthology.org/volumes/2022.spnlp-1/ db/conf/acl-spnlp/acl-spnlp2022.html Philipp Koehn Loïc Barrault Ondrej Bojar Fethi Bougares Rajen Chatterjee Marta R. Costa-jussà Christian Federmann Mark Fishel Alexander Fraser 0001 Markus Freitag Yvette Graham Roman Grundkiewicz Paco Guzman Barry Haddow Matthias Huck Antonio Jimeno-Yepes Tom Kocmi André F. T. Martins Makoto Morishita Christof Monz Masaaki Nagata Toshiaki Nakazawa Matteo Negri Aurélie Névéol Mariana Neves 0002 Martin Popel Marco Turchi Marcos Zampieri Proceedings of the Seventh Conference on Machine Translation, WMT 2022, Abu Dhabi, United Arab Emirates (Hybrid), December 7-8, 2022 WMT Association for Computational Linguistics 2022 978-1-959429-29-6 https://aclanthology.org/volumes/2022.wmt-1/ db/conf/wmt/wmt2022.html

Tsvetomila Mihaylova Vlad Niculae André F. T. Martins Modeling Structure with Undirected Neural Networks. 2022 abs/2202.03760 CoRR https://arxiv.org/abs/2202.03760 db/journals/corr/corr2202.html#abs-2202-03760

Gonçalo Rui Alves Faria André F. T. Martins Mário A. T. Figueiredo Differentiable Causal Discovery Under Latent Interventions. 2022 abs/2203.02336 CoRR https://doi.org/10.48550/arXiv.2203.02336 db/journals/corr/corr2203.html#abs-2203-02336

Chrysoula Zerva Taisiya Glushkova Ricardo Rei André F. T. Martins Better Uncertainty Quantification for Machine Translation Evaluation. 2022 abs/2204.06546 CoRR https://doi.org/10.48550/arXiv.2204.06546 db/journals/corr/corr2204.html#abs-2204-06546

Patrick Fernandes Marcos V. Treviso Danish Pruthi André F. T. Martins Graham Neubig Learning to Scaffold: Optimizing Model Explanations for Teaching. 2022 abs/2204.10810 CoRR https://doi.org/10.48550/arXiv.2204.10810 db/journals/corr/corr2204.html#abs-2204-10810

Pedro Henrique Martins Zita Marinho André F. T. Martins Efficient Machine Translation Domain Adaptation. 2022 abs/2204.12608 CoRR https://doi.org/10.48550/arXiv.2204.12608 db/journals/corr/corr2204.html#abs-2204-12608

Patrick Fernandes António Farinhas Ricardo Rei José G. C. de Souza Perez Ogayo Graham Neubig André F. T. Martins Quality-Aware Decoding for Neural Machine Translation. 2022 abs/2205.00978 CoRR https://doi.org/10.48550/arXiv.2205.00978 db/journals/corr/corr2205.html#abs-2205-00978

Pedro Henrique Martins Zita Marinho André F. T. Martins Chunk-based Nearest Neighbor Machine Translation. 2022 abs/2205.12230 CoRR https://doi.org/10.48550/arXiv.2205.12230 db/journals/corr/corr2205.html#abs-2205-12230

Nuno Miguel Guerreiro Elena Voita André F. T. Martins Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation. 2022 abs/2208.05309 CoRR https://doi.org/10.48550/arXiv.2208.05309 db/journals/corr/corr2208.html#abs-2208-05309

Marcos V. Treviso Tianchu Ji Ji-Ung Lee Betty van Aken Qingqing Cao Manuel R. Ciosici Michael Hassid Kenneth Heafield Sara Hooker Pedro Henrique Martins André F. T. Martins Peter A. Milder Colin Raffel Edwin Simpson Noam Slonim Niranjan Balasubramanian Leon Derczynski Roy Schwartz 0001 Efficient Methods for Natural Language Processing: A Survey. 2022 abs/2209.00099 CoRR https://doi.org/10.48550/arXiv.2209.00099 db/journals/corr/corr2209.html#abs-2209-00099

Ricardo Rei Marcos V. Treviso Nuno Miguel Guerreiro Chrysoula Zerva Ana C. Farinha Christine Maroti José G. C. de Souza Taisiya Glushkova Duarte M. Alves Alon Lavie Luísa Coheur André F. T. Martins CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task. 2022 abs/2209.06243 CoRR https://doi.org/10.48550/arXiv.2209.06243 db/journals/corr/corr2209.html#abs-2209-06243

Diogo Pernes Afonso Mendes André F. T. Martins Improving abstractive summarization with energy-based re-ranking. 2022 abs/2210.15553 CoRR https://doi.org/10.48550/arXiv.2210.15553 db/journals/corr/corr2210.html#abs-2210-15553

Nuno Miguel Guerreiro Pierre Colombo Pablo Piantanida André F. T. Martins Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation. 2022 abs/2212.09631 CoRR https://doi.org/10.48550/arXiv.2212.09631 db/journals/corr/corr2212.html#abs-2212-09631

Haau-Sing Li Mohsen Mesgar André F. T. Martins Iryna Gurevych Asking Clarification Questions for Code Generation in General-Purpose Programming Language. 2022 abs/2212.09885 CoRR https://doi.org/10.48550/arXiv.2212.09885 db/journals/corr/corr2212.html#abs-2212-09885

Kayo Yin Patrick Fernandes Danish Pruthi Aditi Chaudhary André F. T. Martins Graham Neubig Do Context-Aware Translation Models Pay the Right Attention? 788-801 2021 ACL/IJCNLP (1) https://doi.org/10.18653/v1/2021.acl-long.65 https://aclanthology.org/2021.acl-long.65 conf/acl/2021-1 db/conf/acl/acl2021-1.html#YinFPCMN20 Patrick Fernandes Kayo Yin Graham Neubig André F. T. Martins Measuring and Increasing Context Usage in Context-Aware Machine Translation. 6467-6478 2021 ACL/IJCNLP (1) https://doi.org/10.18653/v1/2021.acl-long.505 https://aclanthology.org/2021.acl-long.505 conf/acl/2021-1 db/conf/acl/acl2021-1.html#FernandesYNM20 Taisiya Glushkova Chrysoula Zerva Ricardo Rei André F. T. Martins Uncertainty-Aware Machine Translation Evaluation. 3920-3938 2021 EMNLP (Findings) https://doi.org/10.18653/v1/2021.findings-emnlp.330 https://aclanthology.org/2021.findings-emnlp.330 conf/emnlp/2021f db/conf/emnlp/emnlp2021f.html#GlushkovaZRM21 Nuno Miguel Guerreiro André F. T. Martins SPECTRA: Sparse Structured Text Rationalization. 6534-6550 2021 EMNLP (1) https://doi.org/10.18653/v1/2021.emnlp-main.525 https://aclanthology.org/2021.emnlp-main.525 conf/emnlp/2021-1 db/conf/emnlp/emnlp2021-1.html#GuerreiroM21 Marcos V. Treviso Nuno Miguel Guerreiro Ricardo Rei André F. T. Martins IST-Unbabel 2021 Submission for the Explainable Quality Estimation Shared Task. 133-145 2021 Eval4NLP https://aclanthology.org/2021.eval4nlp-1.14 conf/eval4nlp/2021 db/conf/eval4nlp/eval4nlp2021.html#TrevisoGRM21 António Farinhas André F. T. Martins Pedro M. Q. Aguiar Multimodal Continuous Visual Attention Mechanisms. 1047-1056 2021 ICCVW https://doi.org/10.1109/ICCVW54120.2021.00122 conf/iccvw/2021 db/conf/iccvw/iccvw2021.html#FarinhasMA21 Pedro Henrique Martins Vlad Niculae Zita Marinho André F. T. Martins Sparse And Structured Visual Attention. 379-383 2021 ICIP https://doi.org/10.1109/ICIP42928.2021.9506028 conf/icip/2021 db/conf/icip/icip2021.html#MartinsNMM21 Ben Peters André F. T. Martins Smoothing and Shrinking the Sparse Seq2Seq Search Space. 2642-2654 2021 NAACL-HLT https://doi.org/10.18653/v1/2021.naacl-main.210 https://aclanthology.org/2021.naacl-main.210/ conf/naacl/2021 db/conf/naacl/naacl2021.html#PetersM21 Lucia Specia Frédéric Blain Marina Fomicheva Chrysoula Zerva Zhenhao Li 0003 Vishrav Chaudhary André F. T. Martins Findings of the WMT 2021 Shared Task on Quality Estimation. 684-725 2021 WMT@EMNLP https://aclanthology.org/2021.wmt-1.71 conf/wmt/2021 db/conf/wmt/wmt2021.html#SpeciaBFZLCM21 Chrysoula Zerva Daan van Stigt Ricardo Rei Ana C. Farinha Pedro G. Ramos José G. C. de Souza Taisiya Glushkova Miguel Vera Fábio N. Kepler André F. T. Martins IST-Unbabel 2021 Submission for the Quality Estimation Shared Task. 961-972 2021 WMT@EMNLP https://aclanthology.org/2021.wmt-1.102 conf/wmt/2021 db/conf/wmt/wmt2021.html#ZervaSRFRSGVKM21 Ricardo Rei Ana C. Farinha Chrysoula Zerva Daan van Stigt Craig Stewart Pedro G. Ramos Taisiya Glushkova André F. T. Martins Alon Lavie Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task. 1030-1040 2021 WMT@EMNLP https://aclanthology.org/2021.wmt-1.111 conf/wmt/2021 db/conf/wmt/wmt2021.html#ReiFZSSRGML21 Zornitsa Kozareva Sujith Ravi Andreas Vlachos 0001 Priyanka Agrawal André F. T. Martins Proceedings of the 5th Workshop on Structured Prediction for NLP, SPNLP@ACL-IJCNLP 2021, Online, August 6, 2021 SPNLP@ACL-IJCNLP Association for Computational Linguistics 2021 978-1-954085-75-6 https://aclanthology.org/volumes/2021.spnlp-1/ db/conf/acl-spnlp/acl-spnlp2021.html Loïc Barrault Ondrej Bojar Fethi Bougares Rajen Chatterjee Marta R. Costa-jussà Christian Federmann Mark Fishel Alexander Fraser 0001 Markus Freitag Yvette Graham Roman Grundkiewicz Paco Guzman Barry Haddow Matthias Huck Antonio Jimeno-Yepes Philipp Koehn Tom Kocmi André F. T. Martins Makoto Morishita Christof Monz Proceedings of the Sixth Conference on Machine Translation, WMT@EMNLP 2021, Online Event, November 10-11, 2021 WMT@EMNLP Association for Computational Linguistics 2021 978-1-954085-94-7 https://aclanthology.org/volumes/2021.wmt-1/ db/conf/wmt/wmt2021.html

Ben Peters André F. T. Martins Smoothing and Shrinking the Sparse Seq2Seq Search Space. 2021 abs/2103.10291 CoRR https://arxiv.org/abs/2103.10291 db/journals/corr/corr2103.html#abs-2103-10291

André F. T. Martins Reconciling the Discrete-Continuous Divide: Towards a Mathematical Theory of Sparse Communication. 2021 abs/2104.00755 CoRR https://arxiv.org/abs/2104.00755 db/journals/corr/corr2104.html#abs-2104-00755

António Farinhas André F. T. Martins Pedro M. Q. Aguiar Multimodal Continuous Visual Attention Mechanisms. 2021 abs/2104.03046 CoRR https://arxiv.org/abs/2104.03046 db/journals/corr/corr2104.html#abs-2104-03046

Patrick Fernandes Kayo Yin Graham Neubig André F. T. Martins Measuring and Increasing Context Usage in Context-Aware Machine Translation. 2021 abs/2105.03482 CoRR https://arxiv.org/abs/2105.03482 db/journals/corr/corr2105.html#abs-2105-03482

Kayo Yin Patrick Fernandes Danish Pruthi Aditi Chaudhary André F. T. Martins Graham Neubig Do Context-Aware Translation Models Pay the Right Attention? 2021 abs/2105.06977 CoRR https://arxiv.org/abs/2105.06977 db/journals/corr/corr2105.html#abs-2105-06977

André F. T. Martins Marcos V. Treviso António Farinhas Pedro M. Q. Aguiar Mário A. T. Figueiredo Mathieu Blondel Vlad Niculae Sparse Continuous Distributions and Fenchel-Young Losses. 2021 abs/2108.01988 CoRR https://arxiv.org/abs/2108.01988 db/journals/corr/corr2108.html#abs-2108-01988

António Farinhas Wilker Aziz Vlad Niculae André F. T. Martins Sparse Communication via Mixed Distributions. 2021 abs/2108.02658 CoRR https://arxiv.org/abs/2108.02658 db/journals/corr/corr2108.html#abs-2108-02658

Pedro Henrique Martins Zita Marinho André F. T. Martins ∞-former: Infinite Memory Transformer. 2021 abs/2109.00301 CoRR https://arxiv.org/abs/2109.00301 db/journals/corr/corr2109.html#abs-2109-00301

Nuno Miguel Guerreiro André F. T. Martins SPECTRA: Sparse Structured Text Rationalization. 2021 abs/2109.04552 CoRR https://arxiv.org/abs/2109.04552 db/journals/corr/corr2109.html#abs-2109-04552

Taisiya Glushkova Chrysoula Zerva Ricardo Rei André F. T. Martins Uncertainty-Aware Machine Translation Evaluation. 2021 abs/2109.06352 CoRR https://arxiv.org/abs/2109.06352 db/journals/corr/corr2109.html#abs-2109-06352

Kayo Yin Patrick Fernandes André F. T. Martins Graham Neubig When Does Translation Require Context? A Data-driven, Multilingual Exploration. 2021 abs/2109.07446 CoRR https://arxiv.org/abs/2109.07446 db/journals/corr/corr2109.html#abs-2109-07446

Marcos V. Treviso António Góis Patrick Fernandes Erick R. Fonseca André F. T. Martins Predicting Attention Sparsity in Transformers. 2021 abs/2109.12188 CoRR https://arxiv.org/abs/2109.12188 db/journals/corr/corr2109.html#abs-2109-12188

Mathieu Blondel André F. T. Martins Vlad Niculae Learning with Fenchel-Young losses. 35:1-35:69 2020 21 J. Mach. Learn. Res. https://jmlr.org/papers/v21/19-021.html db/journals/jmlr/jmlr21.html#BlondelMN20

Erick Rocha Fonseca André F. T. Martins Revisiting Higher-Order Dependency Parsers. 8795-8800 2020 ACL https://doi.org/10.18653/v1/2020.acl-main.776 https://aclanthology.org/2020.acl-main.776/ conf/acl/2020 db/conf/acl/acl2020.html#FonsecaM20 Marcos V. Treviso André F. T. Martins The Explanation Game: Towards Prediction Explainability through Sparse Communication. 107-118 2020 BlackboxNLP@EMNLP https://doi.org/10.18653/v1/2020.blackboxnlp-1.10 conf/blackboxnlp/2020 db/conf/blackboxnlp/blackboxnlp2020.html#TrevisoM20 António Góis Kyunghyun Cho André F. T. Martins Learning Non-Monotonic Automatic Post-Editing of Translations from Human Orderings. 205-214 2020 EAMT https://aclanthology.org/2020.eamt-1.22/ conf/eamt/2020 db/conf/eamt/eamt2020.html#GoisCM20 António V. Lopes M. Amin Farajian Rachel Bawden Michael Zhang André F. T. Martins Document-level Neural MT: A Systematic Comparison. 225-234 2020 EAMT https://aclanthology.org/2020.eamt-1.24/ conf/eamt/2020 db/conf/eamt/eamt2020.html#LopesFBZM20 André Filipe Torres Martins DeepSPIN: Deep Structured Prediction for Natural Language Processing. 493-494 2020 EAMT https://aclanthology.org/2020.eamt-1.67/ conf/eamt/2020 db/conf/eamt/eamt2020.html#Martins20 André Filipe Torres Martins João Graça Paulo Dimas Helena Moniz Graham Neubig Project MAIA: Multilingual AI Agent Assistant. 495-496 2020 EAMT https://aclanthology.org/2020.eamt-1.68/ conf/eamt/2020 db/conf/eamt/eamt2020.html#MartinsGDMN20 Tsvetomila Mihaylova Vlad Niculae André F. T. Martins Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning. 2186-2202 2020 EMNLP (1) https://doi.org/10.18653/v1/2020.emnlp-main.171 https://aclanthology.org/2020.emnlp-main.171/ conf/emnlp/2020-1 db/conf/emnlp/emnlp2020-1.html#MihaylovaNM20 Pedro Henrique Martins Zita Marinho André F. T. Martins Sparse Text Generation. 4252-4273 2020 EMNLP (1) https://doi.org/10.18653/v1/2020.emnlp-main.348 https://aclanthology.org/2020.emnlp-main.348/ conf/emnlp/2020-1 db/conf/emnlp/emnlp2020-1.html#MartinsMM20 Vlad Niculae André F. T. Martins LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured Prediction. 7348-7359 2020 ICML http://proceedings.mlr.press/v119/niculae20a.html conf/icml/2020 db/conf/icml/icml2020.html#NiculaeM20 Gonçalo M. Correia Vlad Niculae Wilker Aziz André F. T. Martins Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/887caadc3642e304ede659b734f79b00-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#CorreiaNAM20 André F. T. Martins António Farinhas Marcos V. Treviso Vlad Niculae Pedro M. Q. Aguiar Mário A. T. Figueiredo Sparse and Continuous Attention Mechanisms. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/f0b76267fbe12b936bd65e203dc675c1-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#MartinsFTNAF20 Ben Peters André F. T. Martins One-Size-Fits-All Multilingual Models. 63-69 2020 SIGMORPHON https://doi.org/10.18653/v1/2020.sigmorphon-1.4 https://aclanthology.org/2020.sigmorphon-1.4/ conf/sigmorphon/2020 db/conf/sigmorphon/sigmorphon2020.html#PetersM20 M. Amin Farajian António V. Lopes André F. T. Martins Sameen Maruf Gholamreza Haffari Findings of the WMT 2020 Shared Task on Chat Translation. 65-75 2020 WMT@EMNLP https://aclanthology.org/2020.wmt-1.3/ conf/wmt/2020 db/conf/wmt/wmt2020.html#FarajianLMMH20 Lucia Specia Frédéric Blain Marina Fomicheva Erick Rocha Fonseca Vishrav Chaudhary Francisco Guzmán André F. T. Martins Findings of the WMT 2020 Shared Task on Quality Estimation. 743-764 2020 WMT@EMNLP https://aclanthology.org/2020.wmt-1.79/ conf/wmt/2020 db/conf/wmt/wmt2020.html#SpeciaBFFCGM20 João Moura 0005 Miguel Vera Daan van Stigt Fábio N. Kepler André F. T. Martins IST-Unbabel Participation in the WMT20 Quality Estimation Shared Task. 1029-1036 2020 WMT@EMNLP https://aclanthology.org/2020.wmt-1.119/ conf/wmt/2020 db/conf/wmt/wmt2020.html#MouraVSKM20 Priyanka Agrawal Zornitsa Kozareva Julia Kreutzer Gerasimos Lampouras André F. T. Martins Sujith Ravi Andreas Vlachos 0001 Proceedings of the Fourth Workshop on Structured Prediction for NLP@EMNLP 2020, Online, November 20, 2020 SPNLP@EMNLP Association for Computational Linguistics 2020 978-1-952148-83-5 https://aclanthology.org/volumes/2020.spnlp-1/ https://aclanthology.org/2020.spnlp-1.0/ db/conf/acl-spnlp/acl-spnlp2020.html Mikel L. Forcada André F. T. Martins Helena Moniz Marco Turchi Arianna Bisazza Joss Moorkens Ana Guerberof Arenas Mary Nurminen Lena Marg Sara Fumega Bruno Martins 0001 Fernando Batista Luísa Coheur Carla Parra Escartín Isabel Trancoso Proceedings of the 22nd Annual Conference of the European Association for Machine Translation, EAMT 2020, Lisboa, Portugal, November 3-5, 2020 EAMT European Association for Machine Translation 2020 978-989-33-0589-8 https://aclanthology.org/volumes/2020.eamt-1/ https://aclanthology.org/2020.eamt-1.0/ db/conf/eamt/eamt2020.html Loïc Barrault Ondrej Bojar Fethi Bougares Rajen Chatterjee Marta R. Costa-jussà Christian Federmann Mark Fishel Alexander Fraser 0001 Yvette Graham Paco Guzman Barry Haddow Matthias Huck Antonio Jimeno-Yepes Philipp Koehn André F. T. Martins Makoto Morishita Christof Monz Masaaki Nagata Toshiaki Nakazawa Matteo Negri Proceedings of the Fifth Conference on Machine Translation, WMT@EMNLP 2020, Online, November 19-20, 2020 WMT@EMNLP Association for Computational Linguistics 2020 978-1-948087-81-0 https://aclanthology.org/volumes/2020.wmt-1/ https://aclanthology.org/2020.wmt-1.0/ db/conf/wmt/wmt2020.html

Vlad Niculae André F. T. Martins LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured Prediction. 2020 abs/2001.04437 CoRR https://arxiv.org/abs/2001.04437 db/journals/corr/corr2001.html#abs-2001-04437

Pedro Henrique Martins Vlad Niculae Zita Marinho André F. T. Martins Sparse and Structured Visual Attention. 2020 abs/2002.05556 CoRR https://arxiv.org/abs/2002.05556 db/journals/corr/corr2002.html#abs-2002-05556

Pedro Henrique Martins Zita Marinho André F. T. Martins Sparse Text Generation. 2020 abs/2004.02644 CoRR https://arxiv.org/abs/2004.02644 db/journals/corr/corr2004.html#abs-2004-02644

Marcos V. Treviso André F. T. Martins Towards Prediction Explainability through Sparse Communication. 2020 abs/2004.13876 CoRR https://arxiv.org/abs/2004.13876 db/journals/corr/corr2004.html#abs-2004-13876

António Góis Kyunghyun Cho André F. T. Martins Learning Non-Monotonic Automatic Post-Editing of Translations from Human Orderings. 2020 abs/2004.14120 CoRR https://arxiv.org/abs/2004.14120 db/journals/corr/corr2004.html#abs-2004-14120

André F. T. Martins Marcos V. Treviso António Farinhas Vlad Niculae Mário A. T. Figueiredo Pedro M. Q. Aguiar Sparse and Continuous Attention Mechanisms. 2020 abs/2006.07214 CoRR https://arxiv.org/abs/2006.07214 db/journals/corr/corr2006.html#abs-2006-07214

Gonçalo M. Correia Vlad Niculae Wilker Aziz André F. T. Martins Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity. 2020 abs/2007.01919 CoRR https://arxiv.org/abs/2007.01919 db/journals/corr/corr2007.html#abs-2007-01919

Tsvetomila Mihaylova Vlad Niculae André F. T. Martins Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning. 2020 abs/2010.02357 CoRR https://arxiv.org/abs/2010.02357 db/journals/corr/corr2010.html#abs-2010-02357

Marina Fomicheva Shuo Sun Erick R. Fonseca Chrysoula Zerva Frédéric Blain Vishrav Chaudhary Francisco Guzmán Nina Lopatina Lucia Specia André F. T. Martins MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset. 2020 abs/2010.04480 CoRR https://arxiv.org/abs/2010.04480 db/journals/corr/corr2010.html#abs-2010-04480

André F. T. Martins Tsvetomila Mihaylova Nikita Nangia Vlad Niculae Latent Structure Models for Natural Language Processing. 1-5 2019 ACL (4) https://doi.org/10.18653/v1/p19-4001 https://aclanthology.org/P19-4001/ conf/acl/2019-4 db/conf/acl/acl2019-4.html#MartinsMNN19 Fábio N. Kepler Jonay Trénous Marcos V. Treviso Miguel Vera André F. T. Martins OpenKiwi: An Open Source Framework for Quality Estimation. 117-122 2019 ACL (3) https://doi.org/10.18653/v1/p19-3020 https://aclanthology.org/P19-3020/ conf/acl/2019-3 db/conf/acl/acl2019-3.html#KeplerTTVM19 Pedro Henrique Martins Zita Marinho André F. T. Martins Joint Learning of Named Entity Recognition and Entity Linking. 190-196 2019 ACL (2) https://doi.org/10.18653/v1/p19-2026 https://aclanthology.org/P19-2026/ conf/acl/2019-2 db/conf/acl/acl2019-2.html#MartinsMM19 Tsvetomila Mihaylova André F. T. Martins Scheduled Sampling for Transformers. 351-356 2019 ACL (2) https://doi.org/10.18653/v1/p19-2049 https://aclanthology.org/P19-2049/ conf/acl/2019-2 db/conf/acl/acl2019-2.html#MihaylovaM19 Ben Peters Vlad Niculae André F. T. Martins Sparse Sequence-to-Sequence Models. 1504-1519 2019 ACL (1) https://doi.org/10.18653/v1/p19-1146 https://aclanthology.org/P19-1146/ conf/acl/2019-1 db/conf/acl/acl2019-1.html#PetersNM19 Gonçalo M. Correia André F. T. Martins A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning. 3050-3056 2019 ACL (1) https://doi.org/10.18653/v1/p19-1292 https://aclanthology.org/P19-1292/ conf/acl/2019-1 db/conf/acl/acl2019-1.html#CorreiaM19 Mathieu Blondel André F. T. Martins Vlad Niculae Learning Classifiers with Fenchel-Young Losses: Generalized Entropies, Margins, and Algorithms. 606-615 2019 AISTATS http://proceedings.mlr.press/v89/blondel19a.html conf/aistats/2019 db/conf/aistats/aistats2019.html#BlondelMN19 Gonçalo M. Correia Vlad Niculae André F. T. Martins Adaptively Sparse Transformers. 2174-2184 2019 EMNLP/IJCNLP (1) https://doi.org/10.18653/v1/D19-1223 https://orkg.org/orkg/resource/R216386 conf/emnlp/2019-1 db/conf/emnlp/emnlp2019-1.html#CorreiaNM19 António Góis André F. T. Martins Translator2Vec: Understanding and Representing Human Post-Editors. 43-54 2019 MTSummit (1) https://aclanthology.org/W19-6605/ conf/mtsummit/2019-1 db/conf/mtsummit/mtsummit2019-1.html#GoisM19 Sameen Maruf André F. T. Martins Gholamreza Haffari Selective Attention for Context-aware Neural Machine Translation. 3092-3102 2019 NAACL-HLT (1) https://doi.org/10.18653/v1/n19-1313 https://aclanthology.org/N19-1313/ conf/naacl/2019-1 db/conf/naacl/naacl2019-1.html#MarufMH19 Afonso Mendes Shashi Narayan Sebastião Miranda Zita Marinho André F. T. Martins Shay B. Cohen Jointly Extracting and Compressing Documents with Summary State Representations. 3955-3966 2019 NAACL-HLT (1) https://doi.org/10.18653/v1/n19-1397 https://aclanthology.org/N19-1397/ conf/naacl/2019-1 db/conf/naacl/naacl2019-1.html#MendesNMMMC19 Erick R. Fonseca Lisa Yankovskaya André F. T. Martins Mark Fishel Christian Federmann Findings of the WMT 2019 Shared Tasks on Quality Estimation. 1-10 2019 WMT (3) https://doi.org/10.18653/v1/w19-5401 https://aclanthology.org/W19-5401/ conf/wmt/2019-3 db/conf/wmt/wmt2019-3.html#FonsecaYMFF19 Fábio N. Kepler Jonay Trénous Marcos V. Treviso Miguel Vera António Góis M. Amin Farajian António V. Lopes André F. T. Martins Unbabel's Participation in the WMT19 Translation Quality Estimation Shared Task. 78-84 2019 WMT (3) https://doi.org/10.18653/v1/w19-5406 https://aclanthology.org/W19-5406/ conf/wmt/2019-3 db/conf/wmt/wmt2019-3.html#KeplerTTVGFLM19 António V. Lopes M. Amin Farajian Gonçalo M. Correia Jonay Trénous André F. T. Martins Unbabel's Submission to the WMT2019 APE Shared Task: BERT-Based Encoder-Decoder for Automatic Post-Editing. 118-123 2019 WMT (3) https://doi.org/10.18653/v1/w19-5413 https://aclanthology.org/W19-5413/ conf/wmt/2019-3 db/conf/wmt/wmt2019-3.html#LopesFCTM19 André F. T. Martins Andreas Vlachos 0001 Zornitsa Kozareva Sujith Ravi Gerasimos Lampouras Vlad Niculae Julia Kreutzer Proceedings of the Third Workshop on Structured Prediction for NLP@NAACL-HLT 2019, Minneapolis, Minnesota, Jun 7, 2019 SPNLP@NAACL-HLT Association for Computational Linguistics 2019 978-1-950737-10-9 https://aclanthology.org/volumes/W19-15/ https://aclanthology.org/W19-1500/ db/conf/acl-spnlp/acl-spnlp2019.html Ondrej Bojar Rajen Chatterjee Christian Federmann Mark Fishel Yvette Graham Barry Haddow Matthias Huck Antonio Jimeno-Yepes Philipp Koehn André F. T. Martins Christof Monz Matteo Negri Aurélie Névéol Mariana L. Neves Matt Post Marco Turchi Karin Verspoor Proceedings of the Fourth Conference on Machine Translation, WMT 2019, Florence, Italy, August 1-2, 2019 - Volume 1: Research Papers WMT (1) Association for Computational Linguistics 2019 978-1-950737-27-7 https://aclanthology.org/volumes/W19-52/ https://aclanthology.org/W19-5200/ db/conf/wmt/wmt2019-1.html Ondrej Bojar Rajen Chatterjee Christian Federmann Mark Fishel Yvette Graham Barry Haddow Matthias Huck Antonio Jimeno-Yepes Philipp Koehn André F. T. Martins Christof Monz Matteo Negri Aurélie Névéol Mariana L. Neves Matt Post Marco Turchi Karin Verspoor Proceedings of the Fourth Conference on Machine Translation, WMT 2019, Florence, Italy, August 1-2, 2019 - Volume 2: Shared Task Papers, Day 1 WMT (2) Association for Computational Linguistics 2019 https://aclanthology.org/volumes/W19-53/ https://aclanthology.org/W19-5300/ db/conf/wmt/wmt2019-2.html Ondrej Bojar Rajen Chatterjee Christian Federmann Mark Fishel Yvette Graham Barry Haddow Matthias Huck Antonio Jimeno-Yepes Philipp Koehn André F. T. Martins Christof Monz Matteo Negri Aurélie Névéol Mariana L. Neves Matt Post Marco Turchi Karin Verspoor Proceedings of the Fourth Conference on Machine Translation, WMT 2019, Florence, Italy, August 1-2, 2019 - Volume 3: Shared Task Papers, Day 2 WMT (3) Association for Computational Linguistics 2019 https://aclanthology.org/volumes/W19-54/ https://aclanthology.org/W19-5400/ db/conf/wmt/wmt2019-3.html

Mathieu Blondel André F. T. Martins Vlad Niculae Learning with Fenchel-Young Losses. 2019 abs/1901.02324 CoRR http://arxiv.org/abs/1901.02324 db/journals/corr/corr1901.html#abs-1901-02324

Fábio N. Kepler Jonay Trénous Marcos V. Treviso Miguel Vera André F. T. Martins OpenKiwi: An Open Source Framework for Quality Estimation. 2019 abs/1902.08646 CoRR http://arxiv.org/abs/1902.08646 db/journals/corr/corr1902.html#abs-1902-08646

Sameen Maruf André F. T. Martins Gholamreza Haffari Selective Attention for Context-aware Neural Machine Translation. 2019 abs/1903.08788 CoRR http://arxiv.org/abs/1903.08788 db/journals/corr/corr1903.html#abs-1903-08788

Afonso Mendes Shashi Narayan Sebastião Miranda Zita Marinho André F. T. Martins Shay B. Cohen Jointly Extracting and Compressing Documents with Summary State Representations. 2019 abs/1904.02020 CoRR http://arxiv.org/abs/1904.02020 db/journals/corr/corr1904.html#abs-1904-02020

Ben Peters Vlad Niculae André F. T. Martins Sparse Sequence-to-Sequence Models. 2019 abs/1905.05702 CoRR http://arxiv.org/abs/1905.05702 db/journals/corr/corr1905.html#abs-1905-05702

António V. Lopes M. Amin Farajian Gonçalo M. Correia Jonay Trénous André F. T. Martins Unbabel's Submission to the WMT2019 APE Shared Task: BERT-based Encoder-Decoder for Automatic Post-Editing. 2019 abs/1905.13068 CoRR http://arxiv.org/abs/1905.13068 db/journals/corr/corr1905.html#abs-1905-13068

Gonçalo M. Correia André F. T. Martins A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning. 2019 abs/1906.06253 CoRR http://arxiv.org/abs/1906.06253 db/journals/corr/corr1906.html#abs-1906-06253

Tsvetomila Mihaylova André F. T. Martins Scheduled Sampling for Transformers. 2019 abs/1906.07651 CoRR http://arxiv.org/abs/1906.07651 db/journals/corr/corr1906.html#abs-1906-07651

Pedro Henrique Martins Zita Marinho André F. T. Martins Joint Learning of Named Entity Recognition and Entity Linking. 2019 abs/1907.08243 CoRR http://arxiv.org/abs/1907.08243 db/journals/corr/corr1907.html#abs-1907-08243

André F. T. Martins Vlad Niculae Notes on Latent Structure Models and SPIGOT. 2019 abs/1907.10348 CoRR http://arxiv.org/abs/1907.10348 db/journals/corr/corr1907.html#abs-1907-10348

Fábio N. Kepler Jonay Trénous Marcos V. Treviso Miguel Vera António Góis M. Amin Farajian António V. Lopes André F. T. Martins Unbabel's Participation in the WMT19 Translation Quality Estimation Shared Task. 2019 abs/1907.10352 CoRR http://arxiv.org/abs/1907.10352 db/journals/corr/corr1907.html#abs-1907-10352

António Góis André F. T. Martins Translator2Vec: Understanding and Representing Human Post-Editors. 2019 abs/1907.10362 CoRR http://arxiv.org/abs/1907.10362 db/journals/corr/corr1907.html#abs-1907-10362

Gonçalo M. Correia Vlad Niculae André F. T. Martins Adaptively Sparse Transformers. 2019 abs/1909.00015 CoRR http://arxiv.org/abs/1909.00015 db/journals/corr/corr1909.html#abs-1909-00015

Marcin Junczys-Dowmunt Roman Grundkiewicz Tomasz Dwojak Hieu Hoang Kenneth Heafield Tom Neckermann Frank Seide Ulrich Germann Alham Fikri Aji Nikolay Bogoychev André F. T. Martins Alexandra Birch Marian: Fast Neural Machine Translation in C++. 116-121 2018 ACL (4) https://aclanthology.org/P18-4020/ https://doi.org/10.18653/v1/P18-4020 conf/acl/2018-4 db/conf/acl/acl2018-4.html#Junczys-Dowmunt18 Chaitanya Malaviya Pedro Ferreira André F. T. Martins Sparse and Constrained Attention for Neural Machine Translation. 370-376 2018 ACL (2) https://aclanthology.org/P18-2059/ https://doi.org/10.18653/v1/P18-2059 conf/acl/2018-2 db/conf/acl/acl2018-2.html#MalaviyaFM18 Ben Peters Vlad Niculae André F. T. Martins Interpretable Structure Induction via Sparse Attention. 365-367 2018 BlackboxNLP@EMNLP https://doi.org/10.18653/v1/w18-5450 https://aclanthology.org/W18-5450/ conf/emnlp/2018blackbox db/conf/emnlp/blackbox2018.html#PetersNM18 Vlad Niculae André F. T. Martins Claire Cardie Towards Dynamic Computation Graphs via Sparse Latent Structure. 905-911 2018 EMNLP https://doi.org/10.18653/v1/d18-1108 https://aclanthology.org/D18-1108/ conf/emnlp/2018 db/conf/emnlp/emnlp2018.html#NiculaeMC18 Vlad Niculae André F. T. Martins Mathieu Blondel Claire Cardie SparseMAP: Differentiable Sparse Structured Inference. 3796-3805 2018 ICML http://proceedings.mlr.press/v80/niculae18a.html conf/icml/2018 db/conf/icml/icml2018.html#NiculaeMBC18 Sameen Maruf André F. T. Martins Gholamreza Haffari Contextual Neural Model for Translating Bilingual Multi-Speaker Conversations. 101-112 2018 WMT https://doi.org/10.18653/v1/w18-6311 https://aclanthology.org/W18-6311/ conf/wmt/2018 db/conf/wmt/wmt2018.html#MarufMH18 Lucia Specia Frédéric Blain Varvara Logacheva Ramón Fernandez Astudillo André F. T. Martins Findings of the WMT 2018 Shared Task on Quality Estimation. 689-709 2018 WMT (shared task) https://doi.org/10.18653/v1/w18-6451 https://aclanthology.org/W18-6451/ conf/wmt/2018s db/conf/wmt/wmt2018s.html#SpeciaBLAM18 Ramón Fernandez Astudillo João Graça André F. T. Martins Proceedings of the AMTA 2018 Workshop on Translation Quality Estimation and Automatic Post-Editing, Boston, MA, USA, March 17, 2018 PostEditing@AMTA Association for Machine Translation in the Americas 2018 https://aclanthology.org/volumes/W18-21/ https://aclanthology.org/W18-2100/ db/conf/amta/postediting2018.html

Vlad Niculae André F. T. Martins Mathieu Blondel Claire Cardie SparseMAP: Differentiable Sparse Structured Inference. 2018 abs/1802.04223 CoRR http://arxiv.org/abs/1802.04223 db/journals/corr/corr1802.html#abs-1802-04223

Chaitanya Malaviya Pedro Ferreira André F. T. Martins Sparse and Constrained Attention for Neural Machine Translation. 2018 abs/1805.08241 CoRR http://arxiv.org/abs/1805.08241 db/journals/corr/corr1805.html#abs-1805-08241

Mathieu Blondel André F. T. Martins Vlad Niculae Learning Classifiers with Fenchel-Young Losses: Generalized Entropies, Margins, and Algorithms. 2018 abs/1805.09717 CoRR http://arxiv.org/abs/1805.09717 db/journals/corr/corr1805.html#abs-1805-09717

Sameen Maruf André F. T. Martins Gholamreza Haffari Contextual Neural Model for Translating Bilingual Multi-Speaker Conversations. 2018 abs/1809.00344 CoRR http://arxiv.org/abs/1809.00344 db/journals/corr/corr1809.html#abs-1809-00344

Vlad Niculae André F. T. Martins Claire Cardie Towards Dynamic Computation Graphs via Sparse Latent Structure. 2018 abs/1809.00653 CoRR http://arxiv.org/abs/1809.00653 db/journals/corr/corr1809.html#abs-1809-00653

André F. T. Martins Marcin Junczys-Dowmunt Fábio N. Kepler Ramón Fernandez Astudillo Chris Hokamp Roman Grundkiewicz Pushing the Limits of Translation Quality Estimation. 205-218 2017 5 Trans. Assoc. Comput. Linguistics https://doi.org/10.1162/tacl_a_00056 https://www.wikidata.org/entity/Q128668749 db/journals/tacl/tacl5.html#MartinsJKAHG17

André F. T. Martins Julia Kreutzer Learning What's Easy: Fully Differentiable Neural Easy-First Taggers. 349-362 2017 EMNLP https://doi.org/10.18653/v1/d17-1036 https://aclanthology.org/D17-1036/ conf/emnlp/2017 db/conf/emnlp/emnlp2017.html#MartinsK17 André F. T. Martins Fábio N. Kepler José L. Monteiro Unbabel's Participation in the WMT17 Translation Quality Estimation Shared Task. 569-574 2017 WMT https://doi.org/10.18653/v1/w17-4764 https://aclanthology.org/W17-4764/ conf/wmt/2017 db/conf/wmt/wmt2017.html#MartinsKM17 Daniel C. Ferreira André F. T. Martins Mariana S. C. Almeida Jointly Learning to Embed and Predict with Multiple Languages. 2016 ACL (1) https://doi.org/10.18653/v1/p16-1190 https://aclanthology.org/P16-1190/ conf/acl/2016-1 db/conf/acl/acl2016-1.html#FerreiraMA16 Zita Marinho André F. T. Martins Shay B. Cohen Noah A. Smith Semi-Supervised Learning of Sequence Models with Method of Moments. 287-296 2016 EMNLP https://doi.org/10.18653/v1/d16-1028 https://aclanthology.org/D16-1028/ conf/emnlp/2016 db/conf/emnlp/emnlp2016.html#MarinhoMCS16 André F. T. Martins Ramón Fernandez Astudillo From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification. 1614-1623 2016 ICML http://proceedings.mlr.press/v48/martins16.html conf/icml/2016 db/conf/icml/icml2016.html#MartinsA16 André F. T. Martins Ramón Fernandez Astudillo Chris Hokamp Fábio N. Kepler Unbabel's Participation in the WMT16 Word-Level Translation Quality Estimation Shared Task. 806-811 2016 WMT https://doi.org/10.18653/v1/w16-2387 https://aclanthology.org/W16-2387/ conf/wmt/2016 db/conf/wmt/wmt2016.html#MartinsAHK16 Peteris Paikens Guntis Barzdins Afonso Mendes Daniel C. Ferreira Samuel Broscheit Mariana S. C. Almeida Sebastião Miranda David Nogueira Pedro Balage André F. T. Martins SUMMA at TAC Knowledge Base Population Task 2016. 2016 TAC https://tac.nist.gov/publications/2016/participant.papers/TAC2016.summa.proceedings.pdf conf/tac/2016 db/conf/tac/tac2016.html#PaikensBMFBAMNB16

André F. T. Martins Ramón Fernandez Astudillo From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification. 2016 abs/1602.02068 CoRR http://arxiv.org/abs/1602.02068 db/journals/corr/corr1602.html#MartinsA16

André F. T. Martins Mário A. T. Figueiredo Pedro M. Q. Aguiar Noah A. Smith Eric P. Xing AD3: alternating directions dual decomposition for MAP inference in graphical models. 495-545 2015 16 J. Mach. Learn. Res. https://dl.acm.org/doi/10.5555/2789272.2789288 db/journals/jmlr/jmlr16.html#MartinsFASX15

Mariana S. C. Almeida Cláudia Pinto Helena Figueira Pedro Mendes 0004 André F. T. Martins Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies. 408-418 2015 ACL (1) https://doi.org/10.3115/v1/p15-1040 https://aclanthology.org/P15-1040/ conf/acl/2015-1 db/conf/acl/acl2015-1.html#AlmeidaPFMM15 André F. T. Martins Transferring Coreference Resolvers with Posterior Regularization. 1427-1437 2015 ACL (1) https://doi.org/10.3115/v1/p15-1138 https://aclanthology.org/P15-1138/ conf/acl/2015-1 db/conf/acl/acl2015-1.html#Martins15 Daniel Fernández-González André F. T. Martins Parsing as Reduction. 1523-1533 2015 ACL (1) https://doi.org/10.3115/v1/p15-1147 https://aclanthology.org/P15-1147/ conf/acl/2015-1 db/conf/acl/acl2015-1.html#Fernandez-Gonzalez15 Mariana S. C. Almeida André F. T. Martins Lisbon: Evaluating TurboSemanticParser on Multiple Languages and Out-of-Domain Data. 970-973 2015 SemEval@NAACL-HLT https://doi.org/10.18653/v1/s15-2162 https://aclanthology.org/S15-2162/ conf/semeval/2015 db/conf/semeval/semeval2015.html#AlmeidaM15

Daniel Fernández-González André F. T. Martins Parsing as Reduction. 2015 abs/1503.00030 CoRR http://arxiv.org/abs/1503.00030 db/journals/corr/corr1503.html#Fernandez-Gonzalez15

Dipanjan Das 0001 Desai Chen André F. T. Martins Nathan Schneider 0001 Noah A. Smith Frame-Semantic Parsing. 9-56 2014 40 Comput. Linguistics 1 https://doi.org/10.1162/COLI_a_00163 db/journals/coling/coling40.html#DasCMSS14

Mariana S. C. Almeida Miguel B. Almeida André F. T. Martins A Joint Model for Quotation Attribution and Coreference Resolution. 39-48 2014 EACL https://doi.org/10.3115/v1/e14-1005 https://aclanthology.org/E14-1005/ conf/eacl/2014 db/conf/eacl/eacl2014.html#AlmeidaAM14 Miguel B. Almeida Mariana S. C. Almeida André F. T. Martins Helena Figueira Pedro Mendes 0004 Cláudia Pinto Priberam Compressive Summarization Corpus: A New Multi-Document Summarization Corpus for European Portuguese. 146-152 2014 LREC http://www.lrec-conf.org/proceedings/lrec2014/summaries/187.html conf/lrec/2014 db/conf/lrec/lrec2014.html#AlmeidaAMFMP14 André F. T. Martins Mariana S. C. Almeida Priberam: A Turbo Semantic Parser with Second Order Features. 471-476 2014 SemEval@COLING https://doi.org/10.3115/v1/s14-2082 https://aclanthology.org/S14-2082/ conf/semeval/2014 db/conf/semeval/semeval2014.html#MartinsA14

Noah A. Smith André F. T. Martins Linguistic structure prediction with the sparseptron. 44-48 2013 19 XRDS 3 https://doi.org/10.1145/2425676.2425690 db/journals/crossroads/crossroads19.html#SmithM13

Manuele Bicego Aydin Ulas Umberto Castellani Alessandro Perina Vittorio Murino André F. T. Martins Pedro M. Q. Aguiar Mário A. T. Figueiredo Combining information theoretic kernels with generative embeddings for classification. 161-169 2013 101 Neurocomputing https://doi.org/10.1016/j.neucom.2012.08.014 db/journals/ijon/ijon101.html#BicegoUCPMMAF13

Miguel B. Almeida André F. T. Martins Fast and Robust Compressive Summarization with Dual Decomposition and Multi-Task Learning. 196-206 2013 ACL (1) https://aclanthology.org/P13-1020/ conf/acl/2013-1 db/conf/acl/acl2013-1.html#AlmeidaM13 André F. T. Martins Miguel B. Almeida Noah A. Smith Turning on the Turbo: Fast Third-Order Non-Projective Turbo Parsers. 617-622 2013 ACL (2) https://aclanthology.org/P13-2109/ conf/acl/2013-2 db/conf/acl/acl2013-2.html#MartinsAS13 Pedro M. Q. Aguiar Manuele Bicego Umberto Castellani Mário A. T. Figueiredo André F. T. Martins Vittorio Murino Alessandro Perina Aydin Ulas On the Combination of Information-Theoretic Kernels with Generative Embeddings. 67-83 2013 Similarity-Based Pattern Analysis and Recognition https://doi.org/10.1007/978-1-4471-5628-4_4 series/acvpr/978-1-4471-5627-7 db/series/acvpr/simbad2013.html#AguiarBCFMMPU13 André F. T. Martins Mário A. T. Figueiredo Noah A. Smith Structured Sparsity in Natural Language Processing: Models, Algorithms and Applications. 2012 HLT-NAACL https://aclanthology.org/N12-4002/ conf/naacl/2012 db/conf/naacl/naacl2012.html#MartinsFS12 Dipanjan Das 0001 André F. T. Martins Noah A. Smith An Exact Dual Decomposition Algorithm for Shallow Semantic Parsing with Constraints. 209-217 2012 *SEM@NAACL-HLT https://aclanthology.org/S12-1029/ conf/starsem/2012 db/conf/starsem/starsem2012.html#0001MS12

André F. T. Martins Mário A. T. Figueiredo Pedro M. Q. Aguiar Noah A. Smith Eric P. Xing Alternating Directions Dual Decomposition http://arxiv.org/abs/1212.6550 2012 CoRR abs/1212.6550 db/journals/corr/corr1212.html#abs-1212-6550

André F. T. Martins Noah A. Smith Mário A. T. Figueiredo Pedro M. Q. Aguiar Dual Decomposition with Many Overlapping Components. 238-249 2011 EMNLP https://aclanthology.org/D11-1022/ conf/emnlp/2011 db/conf/emnlp/emnlp2011.html#MartinsSFA11 André F. T. Martins Noah A. Smith Mário A. T. Figueiredo Pedro M. Q. Aguiar Structured Sparsity in Structured Prediction. 1500-1511 2011 EMNLP https://aclanthology.org/D11-1139/ conf/emnlp/2011 db/conf/emnlp/emnlp2011.html#MartinsSFA11a André F. T. Martins Mário A. T. Figueiredo Pedro M. Q. Aguiar Noah A. Smith Eric P. Xing An Augmented Lagrangian Approach to Constrained MAP Inference. 169-176 2011 ICML conf/icml/2011 https://icml.cc/2011/papers/150_icmlpaper.pdf db/conf/icml/icml2011.html#MartinsFASX11 Manuele Bicego Aydin Ulas Peter J. Schüffler Umberto Castellani Vittorio Murino André F. T. Martins Pedro M. Q. Aguiar Mário A. T. Figueiredo Renal Cancer Cell Classification Using Generative Embeddings and Information Theoretic Kernels. 75-86 2011 PRIB https://doi.org/10.1007/978-3-642-24855-9_7 conf/prib/2011 db/conf/prib/prib2011.html#BicegoUSCMMAF11 André Filipe Torres Martins Noah A. Smith Eric P. Xing Pedro M. Q. Aguiar Mário A. T. Figueiredo Online Learning of Structured Predictors with Multiple Kernels. 507-515 AISTATS 2011 conf/aistats/2011 http://proceedings.mlr.press/v15/martins11a/martins11a.pdf db/journals/jmlr/jmlrp15.html#MartinsSXAF11 André F. T. Martins Noah A. Smith Eric P. Xing Pedro M. Q. Aguiar Mário A. T. Figueiredo Turbo Parsers: Dependency Parsing by Approximate Variational Inference. 34-44 2010 EMNLP https://aclanthology.org/D10-1004/ conf/emnlp/2010 db/conf/emnlp/emnlp2010.html#MartinsSXAF10 Manuele Bicego Alessandro Perina Vittorio Murino André F. T. Martins Pedro M. Q. Aguiar Mário A. T. Figueiredo Combining free energy score spaces with information theoretic kernels: Application to scene classification. 2661-2664 2010 ICIP https://doi.org/10.1109/ICIP.2010.5651831 conf/icip/2010 db/conf/icip/icip2010.html#BicegoPMMAF10 Manuele Bicego André Filipe Torres Martins Vittorio Murino Pedro M. Q. Aguiar Mário A. T. Figueiredo 2D Shape Recognition Using Information Theoretic Kernels. 25-28 2010 ICPR https://doi.org/10.1109/ICPR.2010.15 https://doi.ieeecomputersociety.org/10.1109/ICPR.2010.15 conf/icpr/2010 db/conf/icpr/icpr2010.html#BicegoMMAF10 André F. T. Martins Manuele Bicego Vittorio Murino Pedro M. Q. Aguiar Mário A. T. Figueiredo Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models. 463-472 2010 SSPR/SPR https://doi.org/10.1007/978-3-642-14980-1_45 conf/sspr/2010 db/conf/sspr/sspr2010.html#MartinsBMAF10

André F. T. Martins Noah A. Smith Eric P. Xing Pedro M. Q. Aguiar Mário A. T. Figueiredo Nonextensive Information Theoretic Kernels on Measures. 935-975 2009 10 J. Mach. Learn. Res. https://dl.acm.org/doi/10.5555/1577069.1577104 db/journals/jmlr/jmlr10.html#MartinsSXAF09

André F. T. Martins Noah A. Smith Eric P. Xing Concise Integer Linear Programming Formulations for Dependency Parsing. 342-350 2009 ACL/IJCNLP https://aclanthology.org/P09-1039/ conf/acl/2009 db/conf/acl/acl2009.html#MartinsSX09 André F. T. Martins Noah A. Smith Eric P. Xing Polyhedral outer approximations with application to natural language parsing. 713-720 2009 ICML https://doi.org/10.1145/1553374.1553466 conf/icml/2009 db/conf/icml/icml2009.html#MartinsSX09 Carlos Amaral Adán Cassan Helena Figueira André F. T. Martins Afonso Mendes Pedro Mendes 0004 José Pina Cláudia Pinto Priberam's Question Answering System in QA@CLEF 2008. 337-344 2008 CLEF https://doi.org/10.1007/978-3-642-04447-2_39 conf/clef/2008 db/conf/clef/clef2008.html#AmaralCFMMMPP08 Carlos Amaral Adán Cassan Helena Figueira André F. T. Martins Afonso Mendes Pedro Mendes 0004 José Pina Cláudia Pinto Priberam's Question Answering system in QA@CLEF 2008. 2008 CLEF (Working Notes) https://ceur-ws.org/Vol-1174/CLEF2008wn-QACLEF-AmaralEt2008.pdf conf/clef/2008w db/conf/clef/clef2008w.html#AmaralCFMMMPP08a André F. T. Martins Dipanjan Das 0001 Noah A. Smith Eric P. Xing Stacking Dependency Parsers. 157-166 2008 EMNLP https://aclanthology.org/D08-1017/ conf/emnlp/2008 db/conf/emnlp/emnlp2008.html#MartinsDSX08 André F. T. Martins Mário A. T. Figueiredo Pedro M. Q. Aguiar Noah A. Smith Eric P. Xing Nonextensive entropic kernels. 640-647 2008 ICML https://doi.org/10.1145/1390156.1390237 conf/icml/2008 db/conf/icml/icml2008.html#MartinsFASX08 André F. T. Martins Pedro M. Q. Aguiar Mário A. T. Figueiredo Tsallis kernels on measures. 298-302 2008 ITW https://doi.org/10.1109/ITW.2008.4578673 conf/itw/2008 db/conf/itw/itw2008.html#MartinsAF08

André F. T. Martins Pedro M. Q. Aguiar Mário A. T. Figueiredo Nonextensive Generalizations of the Jensen-Shannon Divergence http://arxiv.org/abs/0804.1653 2008 CoRR abs/0804.1653 db/journals/corr/corr0804.html#abs-0804-1653

Carlos Amaral Adán Cassan Helena Figueira André F. T. Martins Afonso Mendes Pedro Mendes 0004 Cláudia Pinto Daniel Vidal Priberam's Question Answering System in QA@CLEF 2007. 364-371 2007 CLEF https://doi.org/10.1007/978-3-540-85760-0_46 https://www.wikidata.org/entity/Q66715168 conf/clef/2007 db/conf/clef/clef2007.html#AmaralCFMMMPV07 Carlos Amaral Adán Cassan Helena Figueira André F. T. Martins Afonso Mendes Pedro Mendes 0004 Cláudia Pinto Daniel Vidal Priberam's Question Answering System in QA@CLEF 2007. 2007 CLEF (Working Notes) https://ceur-ws.org/Vol-1173/CLEF2007wn-QACLEF-AmaralEt2007.pdf conf/clef/2007w db/conf/clef/clef2007w.html#AmaralCFMMMPV07a

Maria Alexandra Rentroia-Bonito Frederico C. Figueiredo André F. T. Martins Joaquim A. Jorge Claude Ghaoui An integrated evaluation method for e-learning: a case study. 59-68 2006 3 Interact. Technol. Smart Educ. 1 https://doi.org/10.1108/17415650680000053 db/journals/itse/itse3.html#Rentroia-BonitoFMJG06

Adán Cassan Helena Figueira André F. T. Martins Afonso Mendes Pedro Mendes 0004 Cláudia Pinto Daniel Vidal Priberam's Question Answering System in a Cross-Language Environment. 300-309 2006 conf/clef/2006 CLEF https://doi.org/10.1007/978-3-540-74999-8_37 db/conf/clef/clef2006.html#CassanFMMMPV06 Adán Cassan Helena Figueira André F. T. Martins Afonso Mendes Pedro Mendes 0004 Cláudia Pinto Daniel Vidal Priberam's Question Answering System in a Cross-Language Environment. 2006 CLEF (Working Notes) https://ceur-ws.org/Vol-1172/CLEF2006wn-QACLEF-CassanEt2006.pdf conf/clef/2006w db/conf/clef/clef2006w.html#CassanFMMMPV06a Maria Alexandra Rentroia-Bonito Frederico C. Figueiredo André F. T. Martins Vitor Fernandes Joaquim A. Jorge Web-Based Support for Resource-Effective E-Learning. 281-286 2006 conf/webist/2006-2 WEBIST (2) db/conf/webist/webist2006-2.html#Rentroia-BonitoFMFJ06

André F. T. Martins Pedro M. Q. Aguiar Mário A. T. Figueiredo Orientation in Manhattan: Equiprojective Classes and Sequential Estimation. 822-826 2005 27 IEEE Trans. Pattern Anal. Mach. Intell. 5 https://doi.org/10.1109/TPAMI.2005.107 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2005.107 https://www.wikidata.org/entity/Q39715781 db/journals/pami/pami27.html#MartinsAF05

Carlos Amaral Helena Figueira André F. T. Martins Afonso Mendes Pedro Mendes 0004 Cláudia Pinto Priberam's Question Answering System for Portuguese. 410-419 2005 conf/clef/2005 CLEF https://doi.org/10.1007/11878773_46 db/conf/clef/clef2005.html#AmaralFMMMP05 Carlos Amaral Helena Figueira André F. T. Martins Afonso Mendes Pedro Mendes 0004 Cláudia Pinto Priberam's Question Answering System for Portuguese. 2005 CLEF (Working Notes) https://ceur-ws.org/Vol-1171/CLEF2005wn-QACLEF-AmaralEt2005.pdf conf/clef/2005w db/conf/clef/clef2005w.html#AmaralFMMMP05a Carlos Amaral Dominique Laurent 0003 André F. T. Martins Afonso Mendes Cláudia Pinto Design and Implementation of a Semantic Search Engine for Portuguese. 2004 LREC http://www.lrec-conf.org/proceedings/lrec2004/summaries/378.htm conf/lrec/2004 db/conf/lrec/lrec2004.html#AmaralLMMP04 André F. T. Martins Pedro M. Q. Aguiar Mário A. T. Figueiredo Navigating in Manhattan: 3D orientation from video without correspondences. 285-288 2003 conf/icip/2003 ICIP (1) db/conf/icip/icip2003-1.html#MartinsAF03 https://doi.org/10.1109/ICIP.2003.1246954 David Ifeoluwa Adelani Priyanka Agrawal Sweta Agrawal Pedro M. Q. Aguiar Alham Fikri Aji Betty van Aken Mariana S. C. Almeida Miguel B. Almeida Tomás Almeida Duarte M. Alves João Alves 0003 Carlos Amaral Kshitij Ambilduke Nuno André Oisin Mac Aodha Ana Guerberof Arenas Omri Asscher Ramón Fernandez Astudillo Giuseppe Attanasio Eleftherios Avramidis Fatemeh Azadi Filipe Parrado de AzevedoFilipe Azevedo 0001 Wilker Aziz Pedro Balage Niranjan Balasubramanian Kalika Bali Mohit Bansal Loïc Barrault Guntis Barzdins Fernando Batista Anna Bavaresco Rachel Bawden Luisa Bentivogli Raffaella Bernardi Leonardo Bertolazzi Amanda Bertsch Pushpak Bhattacharyya Manuele Bicego Alexandra Birch Arianna Bisazza Frédéric Blain Mathieu Blondel Nikolay Bogoychev Marcely Zanon Boito Nicolas Boizard Ondrej Bojar Antoine Bosselut Malik Boudiaf Fethi Bougares Lynne Bowker Samuel Broscheit Marianna Buchicchio Elena Belén Bueno-Benito João Cálem Margarida M. Campos Beatriz Canaverde Qingqing Cao Claire Cardie Marine Carpuat Antoni Bigata Casademunt Adán Cassan Umberto Castellani Rajen Chatterjee Aditi Chaudhary Vishrav Chaudhary Desai Chen Kyunghyun Cho Leshem Choshen Monojit Choudhury Manuel R. Ciosici Jonathan H. Clark Shay B. Cohen Luísa Coheur Pierre Colombo Gonçalo M. Correia Caio F. CorroCaio Corro Marta R. Costa-jussà Dominic Culver Dipanjan Das 0001 Hal Daumé III Sourabh Dattatray Deoghare Leon Derczynski Michael Desa Daniel Deutsch Paulo Dimas Mariella Dimiccoli Jesse Dodge Kevin Duh Tomasz Dwojak Steffen Eger Desmond Elliott Beyza Ermis Carla Parra Escartín Fabrizio Esposito Marzieh Fadaee M. Amin Farajian Gonçalo Rui Alves Faria Ana C. Farinha António Farinhas Manuel Faysse Christian Federmann Patrick Fernandes Vitor Fernandes Raquel Fernández Daniel Fernández-González Enzo Ferrante Daniel C. Ferreira Pedro Ferreira Helena Figueira Frederico C. Figueiredo Mário A. T. Figueiredo Mara Finkelstein Orhan Firat Mark Fishel Marina Fomicheva Erick Rocha FonsecaErick R. Fonseca Mikel L. Forcada Jessica Zosa Forde George F. Foster Clémentine Fourrier Stella Frank Alexander Fraser 0001 Markus Freitag Dennis Fucci Sara Fumega Marco Gaido Ge Gao 0001 Ankush Garg Albert Gatt Ulrich Germann Esam Ghaleb Claude Ghaoui Hippolyte Gisserot-Boukhlef Mario Giulianelli Taisiya Glushkova António Góis Madalena Gonçalves Nuno Gonçalves João Graça Yvette Graham Alvin Grissom II Roman Grundkiewicz Nuno Miguel Guerreiro Iryna Gurevych Francisco Guzmán Paco Guzman Kevin El Haddad Barry Haddow Gholamreza Haffari Ayoub Hammal Michael Hanna 0001 Michael Hassid Gabriel Hautreux Kenneth Heafield Maria Ana Henriques Hieu Hoang Chris Hokamp Sara Hooker Chengzhi Hu Matthias Huck Céline Hudelot Ayyoob Imani Osman Batur Ince Daphne Ippolito Shaoxiong Ji Tianchu Ji Antonio Jimeno-Yepes Yan Jingxuan Joaquim Jorge 0001Joaquim A. Jorge Fanny Jourdan Marcin Junczys-Dowmunt Diptesh Kanojia Amir Hossein Kargaran Marzena Karpinska Nora Kassner Fábio N. Kepler Anil Keshwani Mohammad Emtiyaz Khan Elaine C. Khoong Seungone Kim Mateusz Klimaszewski Wei-Yin Ko Tom Kocmi Philipp Koehn Alexander Koller Zornitsa Kozareva Julia Kreutzer Tsz Kin Lam Gerasimos Lampouras Oswald Lanz Dominique Laurent 0003 Alon Lavie Ji-Ung Lee Wei Qi Leong Piyawat Lertvittayakumjorn William D. Lewis Haau-Sing Li Zhenhao Li 0003 Baohao Liao Peerat Limkonchotiwat Peiqin Lin Emmy Liu Chi-kiu Lo Varvara Logacheva António Loison Shayne Longpre Nina Lopatina António V. Lopes Chunchuan Lyu Chunlan Ma Aman Madaan Etienne Malaboeuf Chaitanya Malaviya Emmanuel Malherbe Kelly Marchisio Lena Marg Zita Marinho Christine Maroti Bruno Martins 0001 Pedro Henrique Martins Sameen Maruf Nitika Mathur Daniel C. McNamee Rui Melo Afonso Mendes Pedro Mendes 0004 Mohsen Mesgar Tsvetomila Mihaylova Peter A. Milder Sebastião Miranda Wafaa Mohammed Thomas Möllenhoff Philipp Mondorf Helena Moniz José L. Monteiro Christof Monz Joss Moorkens Sofia Morgado Makoto Morishita João Moura 0005 Vittorio Murino Masaaki Nagata Toshiaki Nakazawa Nikita Nangia Shashi Narayan Tom Neckermann Matteo Negri Vera Neplenbroek Graham Neubig Aurélie Névéol Mariana L. NevesMariana Neves 0002 Raymond Ng Jian Gang Ngui Vlad Niculae David Nogueira António Novais Mary Nurminen Douglas W. Oard Perez Ogayo Alice Oh Ana Oliveira Constantin Orasan Peteris Paikens Alessandro Perina Diogo Pernes Ben Peters Maxime Peyrard Sandro Pezzelle Pablo Piantanida José Pina Cláudia Pinto Telmo PiresTelmo Pessoa Pires Hugo Pitorro Barbara Plank José Pombal Edoardo Maria PontiEdoardo M. Ponti Martin Popel Maja Popovic Matt Post Danish Pruthi Colin Raffel Miguel Moura Ramos Pedro G. Ramos Vera Lúcia Raposo Sujith Ravi Ricardo Rei Maria Alexandra Rentroia-Bonito Leonor Melo Ribeiro Ricardo Ribeiro Parker Riley Angelika Romanou Alexis Ross Sebastian Ruder Masoud Jalili Sabet Sonal Sannigrahi Saul José Rodrigues dos Santos David Schlangen Helmut Schmid Nathan Schneider 0001 Peter J. Schüffler Hinrich Schütze Roy Schwartz 0001 Frank Seide Silvia Severini Beatriz Silva Bruno Prezado Silva Michel Simard Edwin Simpson Shivalika Singh Nithin Sivakumaran Sophia Sklaviadis Noam Slonim Madeline Smith Noah A. Smith Sara Guerreiro de Sousa José Guilherme Camargo de SouzaJosé G. C. de Souza Lucia Specia Elias Stengel-Eskin Craig Stewart Daan van Stigt Emma Strubell Alessandro Suglia Shuo Sun Aditya K. Surikuchi Yosephine Susanto Ece Takmaz Pedro Teixeirinha Alberto Testoni Jörg Tiedemann Isabel Trancoso Jonay Trénous Marcos V. TrevisoMarcos Vinícius Treviso Marco Turchi Aydin Ulas Dennis Ulmer Daniel Vareta Pavlo Vasylenko Tânia Vaz Miguel Vera Karin Verspoor Gautier Viaud Daniel Vidal Daniel Vila-Suero Danae Sanchez VillegasDanae Sánchez Villegas André Viveiros Andreas Vlachos 0001 Elena Voita Jonas Waldendorf Helena Wu Ian Wu Sherry Tongshuang WuTongshuang Wu Eric P. Xing Lisa Yankovskaya Kayo Yin Dongkeun Yoon Jaehong Yoon Shoubin Yu François Yvon Marcos Zampieri Emmanouil Zaranis Chrysoula Zerva Michael Zhang Zheyu Zhang 0007 Shuyan Zhou