Reasoning with Memory: Adaptive Information Management for Retrieval-Augmented Generation.

Benjamin Hsu Hieu Man Ro-ee Tal Abhishek Kumar Jaejin Cho Benjamin Hsu Reasoning with Memory: Adaptive Information Management for Retrieval-Augmented Generation. 36825-36841 2026 ACL (Findings) https://doi.org/10.18653/v1/2026.findings-acl.1834 https://aclanthology.org/2026.findings-acl.1834/ conf/acl/2026f db/conf/acl/acl2026f.html#ManTKCH26 Benjamin Hsu Xiaoyu Liu Huayang Li Yoshinari Fujinuma Maria Nadejde Xing Niu 0001 Ron Litman Yair Kittenplon Raghavendra Reddy Pappagari M3T: A New Benchmark Dataset for Multi-Modal Document-Level Machine Translation. 499-507 2024 NAACL (Short Papers) https://doi.org/10.18653/v1/2024.naacl-short.41 conf/naacl/2024-2 db/conf/naacl/naacl2024-2.html#HsuLLFNNLKP24 streams/conf/naacl

Benjamin Hsu Xiaoyu Liu Huayang Li Yoshinari Fujinuma Maria Nadejde Xing Niu 0001 Yair Kittenplon Ron Litman Raghavendra Reddy Pappagari M3T: A New Benchmark Dataset for Multi-Modal Document-Level Machine Translation. 2024 abs/2406.08255 CoRR https://doi.org/10.48550/arXiv.2406.08255 db/journals/corr/corr2406.html#abs-2406-08255

Gabriele Sarti Phu Mon Htut Xing Niu 0001 Benjamin Hsu Anna Currey Georgiana Dinu Maria Nadejde RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation. 1476-1490 2023 ACL (2) https://doi.org/10.18653/v1/2023.acl-short.126 https://aclanthology.org/2023.acl-short.126 conf/acl/2023-2 db/conf/acl/acl2023-2.html#SartiHNHCDN23 Chengcheng Mou Minh Pham Benjamin Hsu Yicheng Tu Computing Group-By and Aggregates on Massively Parallel Systems. 149-158 2023 IEEE Big Data https://doi.org/10.1109/BigData59044.2023.10386547 conf/bigdataconf/2023 db/conf/bigdataconf/bigdataconf2023.html#MouPHT23 Benjamin Hsu Anna Currey Xing Niu 0001 Maria Nadejde Georgiana Dinu Pseudo-label Training and Model Inertia in Neural Machine Translation. 2023 ICLR https://openreview.net/forum?id=eXkhH12DTD9 conf/iclr/2023 db/conf/iclr/iclr2023.html#HsuCNND23 Sweta Agrawal Antonios Anastasopoulos Luisa Bentivogli Ondrej Bojar Claudia Borg Marine Carpuat Roldano Cattoni Mauro Cettolo Mingda Chen William Chen Khalid Choukri Alexandra Chronopoulou Anna Currey Thierry Declerck Qianqian Dong Kevin Duh Yannick Estève Marcello Federico Souhir Gahbiche Barry Haddow Benjamin Hsu Phu Mon Htut Hirofumi Inaguma Dávid Javorský John Judge Yasumasa Kano Tom Ko Rishu Kumar Pengwei Li Xutai Ma Prashant Mathur Evgeny Matusov Paul McNamee John P. McCrae Kenton Murray Maria Nadejde Satoshi Nakamura 0001 Matteo Negri Ha Nguyen Jan Niehues Xing Niu 0001 Atul Kr. Ojha John E. Ortega Proyag Pal Juan Pino 0001 Lonneke van der Plas Peter Polák Elijah Rippeth Elizabeth Salesky Jiatong Shi Matthias Sperber Sebastian Stüker Katsuhito Sudoh Yun Tang 0002 Brian Thompson 0001 Kevin Tran Marco Turchi Alex Waibel Mingxuan Wang Shinji Watanabe 0001 Rodolfo Zevallos Findings of the IWSLT 2023 Evaluation Campaign. 1-61 2023 IWSLT@ACL https://doi.org/10.18653/v1/2023.iwslt-1.1 https://aclanthology.org/2023.iwslt-1.1 https://www.wikidata.org/entity/Q121917390 conf/iwslt/2023 db/conf/iwslt/iwslt2023.html#AgrawalABBBCCCC23

Benjamin Hsu Anna Currey Xing Niu 0001 Maria Nadejde Georgiana Dinu Pseudo-Label Training and Model Inertia in Neural Machine Translation. 2023 abs/2305.11808 CoRR https://doi.org/10.48550/arXiv.2305.11808 db/journals/corr/corr2305.html#abs-2305-11808

Gabriele Sarti Phu Mon Htut Xing Niu 0001 Benjamin Hsu Anna Currey Georgiana Dinu Maria Nadejde RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation. 2023 abs/2305.17131 CoRR https://doi.org/10.48550/arXiv.2305.17131 db/journals/corr/corr2305.html#abs-2305-17131

Anna Currey Maria Nadejde Raghavendra Reddy Pappagari Mia Mayer Stanislas Lauly Xing Niu 0001 Benjamin Hsu Georgiana Dinu MT-GenEval: A Counterfactual and Contextual Dataset for Evaluating Gender Accuracy in Machine Translation. 4287-4299 2022 EMNLP https://doi.org/10.18653/v1/2022.emnlp-main.288 https://aclanthology.org/2022.emnlp-main.288 conf/emnlp/2022 db/conf/emnlp/emnlp2022.html#CurreyNPMLNHD22 Antonios Anastasopoulos Loïc Barrault Luisa Bentivogli Marcely Zanon Boito Ondrej Bojar Roldano Cattoni Anna Currey Georgiana Dinu Kevin Duh Maha Elbayad Clara Emmanuel Yannick Estève Marcello Federico Christian Federmann Souhir Gahbiche Hongyu Gong Roman Grundkiewicz Barry Haddow Benjamin Hsu Dávid Javorský Vera Kloudová Surafel Melaku Lakew Xutai Ma Prashant Mathur Paul McNamee Kenton Murray Maria Nadejde Satoshi Nakamura 0001 Matteo Negri Jan Niehues Xing Niu 0001 John Ortega 0001 Juan Miguel Pino Elizabeth Salesky Jiatong Shi Matthias Sperber Sebastian Stüker Katsuhito Sudoh Marco Turchi Yogesh Virkar Alexander Waibel Changhan Wang Shinji Watanabe 0001 Findings of the IWSLT 2022 Evaluation Campaign. 98-157 2022 IWSLT@ACL https://doi.org/10.18653/v1/2022.iwslt-1.10 https://aclanthology.org/2022.iwslt-1.10 conf/iwslt/2022 db/conf/iwslt/iwslt2022.html#AnastasopoulosB22 Maria Nadejde Anna Currey Benjamin Hsu Xing Niu 0001 Marcello Federico Georgiana Dinu CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality. 616-632 2022 NAACL-HLT (Findings) https://doi.org/10.18653/v1/2022.findings-naacl.47 https://aclanthology.org/2022.findings-naacl.47 conf/naacl/2022f db/conf/naacl/naacl2022f.html#NadejdeCHNFD22 Benjamin Hsu Graham Horwood Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities. 3644-3655 2022 NAACL-HLT https://doi.org/10.18653/v1/2022.naacl-main.267 https://aclanthology.org/2022.naacl-main.267 conf/naacl/2022 db/conf/naacl/naacl2022.html#HsuH22

Maria Nadejde Anna Currey Benjamin Hsu Xing Niu 0001 Marcello Federico Georgiana Dinu CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality. 2022 abs/2205.04022 CoRR https://doi.org/10.48550/arXiv.2205.04022 db/journals/corr/corr2205.html#abs-2205-04022

Benjamin Hsu Graham Horwood Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities. 2022 abs/2205.11438 CoRR https://doi.org/10.48550/arXiv.2205.11438 db/journals/corr/corr2205.html#abs-2205-11438

Felix Hieber Michael J. Denkowski Tobias Domhan Barbara Darques Barros Celina Dong Ye Xing Niu 0001 Cuong Hoang Ke Tran Benjamin Hsu Maria Nadejde Surafel Melaku Lakew Prashant Mathur Marcello Federico Anna Currey Sockeye 3: Fast Neural Machine Translation with PyTorch. 2022 abs/2207.05851 CoRR https://doi.org/10.48550/arXiv.2207.05851 db/journals/corr/corr2207.html#abs-2207-05851

Anna Currey Maria Nadejde Raghavendra Reddy Pappagari Mia Mayer Stanislas Lauly Xing Niu 0001 Benjamin Hsu Georgiana Dinu MT-GenEval: A Counterfactual and Contextual Dataset for Evaluating Gender Accuracy in Machine Translation. 2022 abs/2211.01355 CoRR https://doi.org/10.48550/arXiv.2211.01355 db/journals/corr/corr2211.html#abs-2211-01355

Benjamin Hsu Valeriia Sherina Matthew N. McCall Autoregressive modeling and diagnostics for qPCR amplification. 5386-5391 2021 36 Bioinform. 22-23 https://doi.org/10.1093/bioinformatics/btaa1000 https://www.wikidata.org/entity/Q103006084 db/journals/bioinformatics/bioinformatics36.html#HsuSM21

Sweta Agrawal Antonios Anastasopoulos Loïc Barrault Barbara Darques Barros Luisa Bentivogli Marcely Zanon Boito Ondrej Bojar Claudia Borg Marine Carpuat Roldano Cattoni Mauro Cettolo Mingda Chen William Chen Jaejin Cho Khalid Choukri Alexandra Chronopoulou Anna Currey Thierry Declerck Michael J. Denkowski Georgiana Dinu Tobias Domhan Qianqian Dong Kevin Duh Maha Elbayad Clara Emmanuel Yannick Estève Marcello Federico Christian Federmann Yoshinari Fujinuma Souhir Gahbiche-BrahamSouhir Gahbiche Hongyu Gong Roman Grundkiewicz Barry Haddow Felix Hieber Cuong Hoang Graham Horwood Phu Mon Htut Hirofumi Inaguma Dávid Javorský John Judge Yasumasa Kano Yair Kittenplon Vera Kloudová Tom Ko Abhishek Kumar Rishu Kumar Surafel Melaku Lakew Stanislas Lauly Huayang Li Pengwei Li Ron Litman Xiaoyu Liu Xutai Ma Hieu Man Prashant Mathur Evgeny Matusov Mia Mayer Matthew N. McCall John P. McCrae Paul McNamee Chengcheng Mou Kenton Murray Maria Nadejde Satoshi Nakamura 0001 Matteo Negri Ha Nguyen Jan Niehues Xing Niu 0001 Atul Kr. Ojha John Ortega 0001 John E. Ortega Proyag Pal Raghavendra Reddy Pappagari Minh Pham Juan Pino 0001Juan Miguel Pino Lonneke van der Plas Peter PolakPeter Polák Elijah Rippeth Elizabeth Salesky Gabriele Sarti Valeriia Sherina Jiatong Shi Matthias Sperber Sebastian Stüker Katsuhito Sudoh Ro-ee Tal Yun Tang 0002 Brian Thompson 0001 Ke Tran Kevin Tran Yi-Cheng TuYicheng Tu Marco Turchi Yogesh Virkar Alex WaibelAlexander Waibel Changhan Wang Mingxuan Wang Shinji Watanabe 0001 Celina Dong Ye Rodolfo Zevallos