Large Scale Retrieval for the LinkedIn Feed Using Causal Language Models.

Hamed Firooz Sudarshan Srinivasa Ramanujam Antonio Alonso Saurabh Kataria 0003 Siddharth Dangi Akhilesh Gupta Birjodh Singh Tiwana Manas Haribhai Somaiya Luke Simon David Byrne Sojeong Ha Sen Zhou Andrei Akterskii Zhanglong Liu Samira Sriram Zihan Xiong Zhoutao Pei Angela Shao Alex Li Annie Xiao Caitlin Kolb Thomas Kistler Zach Moore Hamed Firooz Large Scale Retrieval for the LinkedIn Feed Using Causal Language Models. 40101-40109 2026 AAAI https://doi.org/10.1609/aaai.v40i47.41445 conf/aaai/2026 db/conf/aaai/aaai2026.html#RamanujamAKDGTS26 Vignesh Kothapalli Ata Fatahi Baarzi Hamed Firooz Maziar Sanjabi To Think or Not to Think: The Hidden Cost of Meta-Training with Excessive CoT Examples. 15619-15644 2026 ACL (1) https://doi.org/10.18653/v1/2026.acl-long.711 https://aclanthology.org/2026.acl-long.711/ conf/acl/2026-1 db/conf/acl/acl2026-1.html#KothapalliBFS26

Mingfu Liang Yufei Li Jay Xu Kavosh Asadi Xi Liu 0011 Shuo Gu Kaushik Rangadurai Frank Shyu Shuaiwen Wang Song Yang Zhijing Li 0001 Jiang Liu 0011 Mengying Sun Fei Tian Xiaohan Wei Chonglin Sun Jacob Tao Shike Mei Wenlin Chen Santanu Kolay Sandeep Pandey Hamed Firooz Luke Simon Generative Reasoning Re-ranker. 2026 February abs/2602.07774 CoRR https://doi.org/10.48550/arXiv.2602.07774 db/journals/corr/corr2602.html#abs-2602-07774 streams/journals/corr

Yufei Li Zaiwei Zhang Mingfu Liang Kavosh Asadi Jay Xu Jimmy Kim Chongyang Bai Jieyi Zhang Hong Xie 0004 Prachi Agrawal Dian Yu Tianyi Chen Jean-Pascal Billaud Garret Buell YK Zhu Sachin Patil Brooke Bian Zhou Fang Kevin Huang Shiva Sudanagunta Yuzhen Huang Emma Lu Chris O'Brien Yang Song Lihong Li Jacob Tao Zhicheng Zhu Chao Li Gaoxiang Liu Neil Wu Zhongyin Hu Li Han Loki Chen Ming Lei Greg Rehm Siyuan Song Tianwei Zhang Li Li Ketan Singh Yavuz Yetim Ilyas Atishev Satendra Gera Ashkan Sadeghi Rachel Yan Nikko Mizutani Shuaiwen Wang Song Yang Zhijing Li Jiang Liu Mengying Sun Fei Tian Xiaohan Wei Chonglin Sun Parish Aggarwal Kaushik Rangadurai Zhi Hua Frank Shyu Ruchit Sharma Liyuan Li Shike Mei Wenlin Chen Santanu Kolay Benjamin Schulte Deepak Chandra Adam Song Sandeep Pandey Xi Liu Hamed Firooz Luke Simon GR2 Technical Report. 2026 June abs/2606.31984 CoRR https://doi.org/10.48550/arXiv.2606.31984 db/journals/corr/corr2606.html#abs-2606-31984 streams/journals/corr

Vignesh Kothapalli Hamed Firooz Maziar Sanjabi CoT-ICL Lab: A Synthetic Framework for Studying Chain-of-Thought Learning from In-Context Demonstrations. 14620-14642 2025 ACL (1) https://doi.org/10.18653/v1/2025.acl-long.712 https://aclanthology.org/2025.acl-long.712/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#KothapalliFS25

Hamed Firooz Maziar Sanjabi Adrian Englhardt Aman Gupta Ben Levine Dre Olgiati Gungor Polatkan Iuliia Melnychuk Karthik Ramgopal Kirill Talanine Kutta Srinivasan Luke Simon Natesh Sivasubramoniapillai Necip Fazil Ayan Qingquan Song Samira Sriram Souvik Ghosh Tao Song Vignesh Kothapalli Xiaoling Zhai Ya Xu Yu Wang Yun Dai 360Brew: A Decoder-only Foundation Model for Personalized Ranking and Recommendation. 2025 January abs/2501.16450 CoRR https://doi.org/10.48550/arXiv.2501.16450 db/journals/corr/corr2501.html#abs-2501-16450 streams/journals/corr

Kayhan Behdin Yun Dai Ata Fatahi Baarzi Aman Gupta Qingquan Song Shao Tang Hejian Sang Gregory Dexter Sirou Zhu Siyu Zhu Tejas Dharamsi Maziar Sanjabi Vignesh Kothapalli Hamed Firooz Zhoutong Fu Yihan Cao Pin-Lun Hsu Fedor Borisyuk Zhipeng Wang Rahul Mazumder Natesh S. Pillai Luke Simon Efficient AI in Practice: Training and Deployment of Efficient LLMs for Industry Applications. 2025 February abs/2502.14305 CoRR https://doi.org/10.48550/arXiv.2502.14305 db/journals/corr/corr2502.html#abs-2502-14305 streams/journals/corr

Vignesh Kothapalli Hamed Firooz Maziar Sanjabi CoT-ICL Lab: A Petri Dish for Studying Chain-of-Thought Learning from In-Context Demonstrations. 2025 February abs/2502.15132 CoRR https://doi.org/10.48550/arXiv.2502.15132 db/journals/corr/corr2502.html#abs-2502-15132 streams/journals/corr

Sudarshan Srinivasa Ramanujam Antonio Alonso Saurabh Kataria 0003 Siddharth Dangi Akhilesh Gupta Birjodh Singh Tiwana Manas Haribhai Somaiya Luke Simon David Byrne Sojeong Ha Sen Zhou Andrei Akterskii Zhanglong Liu Samira Sriram Crescent Xiong Zhoutao Pei Angela Shao Alex Li Annie Xiao Caitlin Kolb Thomas Kistler Zach Moore Hamed Firooz Large Scale Retrieval for the LinkedIn Feed using Causal Language Models. 2025 October abs/2510.14223 CoRR https://doi.org/10.48550/arXiv.2510.14223 db/journals/corr/corr2510.html#abs-2510-14223 streams/journals/corr

Vignesh Kothapalli Ata Fatahi Baarzi Hamed Firooz Maziar Sanjabi To Think or Not to Think: The Hidden Cost of Meta-Training with Excessive CoT Examples. 2025 December abs/2512.05318 CoRR https://doi.org/10.48550/arXiv.2512.05318 db/journals/corr/corr2512.html#abs-2512-05318 streams/journals/corr

Hamed Firooz Rui Liu Yuchen Lu Zhenyu Hou Fangzhou Xiong Xiaoyang Zhang Changshu Jian Zhicheng Zhu Jiayuan Ma Jacob Tao Chaitali Gupta Xiaochang Peng Shike Mei Hang Cui Yang Qin Shuo Tang Jason Gaedtke Arpit Mittal Scaling Reinforcement Learning for Content Moderation with Large Language Models. 2025 December abs/2512.20061 CoRR https://doi.org/10.48550/arXiv.2512.20061 db/journals/corr/corr2512.html#abs-2512-20061 streams/journals/corr

Neha Mukund Kalibhat Kanika Narang Hamed Firooz Maziar Sanjabi Soheil Feizi Measuring Self-Supervised Representation Quality for Downstream Classification Using Discriminative Features. 13031-13039 2024 AAAI https://doi.org/10.1609/aaai.v38i12.29201 conf/aaai/2024 db/conf/aaai/aaai2024.html#KalibhatNFSF24 Song Jiang 0002 Zahra Shakeri Aaron Chan Maziar Sanjabi Hamed Firooz Yinglong Xia Bugra Akyildiz Yizhou Sun Jinchao Li Qifan Wang 0001 Asli Celikyilmaz RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models. 5784-5809 2024 NAACL-HLT https://doi.org/10.18653/v1/2024.naacl-long.323 conf/naacl/2024 db/conf/naacl/naacl2024.html#0002SCSFXASLWC24

Polina Kirichenko Mark Ibrahim Randall Balestriero Diane Bouchacourt Ramakrishna Vedantam Hamed Firooz Andrew Gordon Wilson Understanding the Detrimental Class-level Effects of Data Augmentation. 2024 abs/2401.01764 CoRR https://doi.org/10.48550/arXiv.2401.01764 db/journals/corr/corr2401.html#abs-2401-01764

Yun Dai Tejas Dharamsi Byron Hsu Tao Song Hamed Firooz Enhancing Stability for Large Models Training in Constrained Bandwidth Networks. 2024 abs/2407.01614 CoRR https://doi.org/10.48550/arXiv.2407.01614 db/journals/corr/corr2407.html#abs-2407-01614 streams/journals/corr

Hamed Firooz Maziar Sanjabi Wenlong Jiang Xiaoling Zhai Lost-in-Distance: Impact of Contextual Proximity on LLM Performance in Graph Tasks. 2024 abs/2410.01985 CoRR https://doi.org/10.48550/arXiv.2410.01985 db/journals/corr/corr2410.html#abs-2410-01985 streams/journals/corr

Qifan Wang 0001 Jingang Wang Xiaojun Quan Fuli Feng Zenglin Xu Shaoliang Nie Sinong Wang Madian Khabsa Hamed Firooz Dongfang Liu MUSTIE: Multimodal Structural Transformer for Web Information Extraction. 2405-2420 2023 ACL (1) https://doi.org/10.18653/v1/2023.acl-long.135 https://aclanthology.org/2023.acl-long.135 conf/acl/2023-1 db/conf/acl/acl2023-1.html#WangWQFXNWKFL23 Aaron Mueller Kanika Narang Lambert Mathias Qifan Wang 0001 Hamed Firooz Meta-training with Demonstration Retrieval for Efficient Few-shot Learning. 6049-6064 2023 ACL (Findings) https://doi.org/10.18653/v1/2023.findings-acl.376 https://aclanthology.org/2023.findings-acl.376 conf/acl/2023f db/conf/acl/acl2023f.html#MuellerNMWF23 Ajinkya Tejankar Maziar Sanjabi Qifan Wang 0001 Sinong Wang Hamed Firooz Hamed Pirsiavash Liang Tan 0005 Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning. 12239-12249 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.01178 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#TejankarSWWFPT23 Nan Wang Qifan Wang 0001 Yi-Chia Wang Maziar Sanjabi Jingzhou Liu Hamed Firooz Hongning Wang Shaoliang Nie COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation. 13258-13275 2023 EMNLP https://doi.org/10.18653/v1/2023.emnlp-main.819 https://aclanthology.org/2023.emnlp-main.819 conf/emnlp/2023 db/conf/emnlp/emnlp2023.html#WangWWSLFWN23 Neha Mukund Kalibhat Shweta Bhardwaj C. Bayan Bruss Hamed Firooz Maziar Sanjabi Soheil Feizi Identifying Interpretable Subspaces in Image Representations. 15623-15638 2023 ICML https://proceedings.mlr.press/v202/kalibhat23a.html conf/icml/2023 db/conf/icml/icml2023.html#KalibhatBBFSF23 Polina Kirichenko Mark Ibrahim Randall Balestriero Diane Bouchacourt Shanmukha Ramakrishna Vedantam Hamed Firooz Andrew Gordon Wilson Understanding the detrimental class-level effects of data augmentation. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/38c05a5410a6ab7eeeb26c9dbebbc41b-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#KirichenkoIBBVF23

Ajinkya Tejankar Maziar Sanjabi Qifan Wang 0001 Sinong Wang Hamed Firooz Hamed Pirsiavash Liang Tan 0005 Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning. 2023 abs/2304.01482 CoRR https://doi.org/10.48550/arXiv.2304.01482 db/journals/corr/corr2304.html#abs-2304-01482

Aaron Mueller Kanika Narang Lambert Mathias Qifan Wang 0001 Hamed Firooz Meta-training with Demonstration Retrieval for Efficient Few-shot Learning. 2023 abs/2307.00119 CoRR https://doi.org/10.48550/arXiv.2307.00119 db/journals/corr/corr2307.html#abs-2307-00119

Neha Mukund Kalibhat Shweta Bhardwaj C. Bayan Bruss Hamed Firooz Maziar Sanjabi Soheil Feizi Identifying Interpretable Subspaces in Image Representations. 2023 abs/2307.10504 CoRR https://doi.org/10.48550/arXiv.2307.10504 db/journals/corr/corr2307.html#abs-2307-10504

Song Jiang 0002 Zahra Shakeri Aaron Chan Maziar Sanjabi Hamed Firooz Yinglong Xia Bugra Akyildiz Yizhou Sun Jinchao Li Qifan Wang 0001 Asli Celikyilmaz Resprompt: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models. 2023 abs/2310.04743 CoRR https://doi.org/10.48550/arXiv.2310.04743 db/journals/corr/corr2310.html#abs-2310-04743

Khalil Mrini Shaoliang Nie Jiatao Gu Sinong Wang Maziar Sanjabi Hamed Firooz Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem. 1972-1983 2022 ACL (Findings) https://doi.org/10.18653/v1/2022.findings-acl.156 https://aclanthology.org/2022.findings-acl.156 conf/acl/2022f db/conf/acl/acl2022f.html#MriniNGWSF22 Firoj Alam Stefano Cresci Tanmoy Chakraborty 0002 Fabrizio Silvestri Dimiter Dimitrov Giovanni Da San Martino Shaden Shaar Hamed Firooz Preslav Nakov A Survey on Multimodal Disinformation Detection. 6625-6643 2022 COLING https://aclanthology.org/2022.coling-1.576 conf/coling/2022 db/conf/coling/coling2022.html#AlamC0SDMSFN22 Brihi Joshi Aaron Chan Ziyi Liu 0007 Shaoliang Nie Maziar Sanjabi Hamed Firooz Xiang Ren 0001 ER-Test: Evaluating Explanation Regularization Methods for Language Models. 3315-3336 2022 EMNLP (Findings) https://doi.org/10.18653/v1/2022.findings-emnlp.242 https://aclanthology.org/2022.findings-emnlp.242 conf/emnlp/2022f db/conf/emnlp/emnlp2022f.html#JoshiCLNSF022 Aaron Chan Maziar Sanjabi Lambert Mathias Liang Tan 0005 Shaoliang Nie Xiaochang Peng Xiang Ren 0001 Hamed Firooz UNIREX: A Unified Learning Framework for Language Model Rationale Extraction. 2867-2889 2022 ICML https://proceedings.mlr.press/v162/chan22a.html conf/icml/2022 db/conf/icml/icml2022.html#ChanSM0NPRF22 Shivam Sharma Firoj Alam Md. Shad Akhtar Dimitar Dimitrov 0003 Giovanni Da San Martino Hamed Firooz Alon Y. Halevy Fabrizio Silvestri Preslav Nakov Tanmoy Chakraborty 0002 Detecting and Understanding Harmful Memes: A Survey. 5597-5606 2022 IJCAI https://doi.org/10.24963/ijcai.2022/781 conf/ijcai/2022 db/conf/ijcai/ijcai2022.html#SharmaAADMFHSN022

Nimit Sharad Sohoni Maziar Sanjabi Nicolas Ballas Aditya Grover Shaoliang Nie Hamed Firooz Christopher Ré BARACK: Partially Supervised Group Robustness With Guarantees. 2022 abs/2201.00072 CoRR https://arxiv.org/abs/2201.00072 db/journals/corr/corr2201.html#abs-2201-00072

Neha Mukund Kalibhat Kanika Narang Liang Tan 0005 Hamed Firooz Maziar Sanjabi Soheil Feizi Understanding Failure Modes of Self-Supervised Learning. 2022 abs/2203.01881 CoRR https://doi.org/10.48550/arXiv.2203.01881 db/journals/corr/corr2203.html#abs-2203-01881

Khalil Mrini Shaoliang Nie Jiatao Gu Sinong Wang Maziar Sanjabi Hamed Firooz Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem. 2022 abs/2204.05990 CoRR https://doi.org/10.48550/arXiv.2204.05990 db/journals/corr/corr2204.html#abs-2204-05990

Shivam Sharma Firoj Alam Md. Shad Akhtar Dimitar Dimitrov 0003 Giovanni Da San Martino Hamed Firooz Alon Y. Halevy Fabrizio Silvestri Preslav Nakov Tanmoy Chakraborty 0002 Detecting and Understanding Harmful Memes: A Survey. 2022 abs/2205.04274 CoRR https://doi.org/10.48550/arXiv.2205.04274 db/journals/corr/corr2205.html#abs-2205-04274

Brihi Joshi Aaron Chan Ziyi Liu 0007 Shaoliang Nie Maziar Sanjabi Hamed Firooz Xiang Ren 0001 ER-TEST: Evaluating Explanation Regularization Methods for NLP Models. 2022 abs/2205.12542 CoRR https://doi.org/10.48550/arXiv.2205.12542 db/journals/corr/corr2205.html#abs-2205-12542

Aaron Chan Shaoliang Nie Liang Tan 0005 Xiaochang Peng Hamed Firooz Maziar Sanjabi Xiang Ren 0001 FRAME: Evaluating Simulatability Metrics for Free-Text Rationales. 2022 abs/2207.00779 CoRR https://doi.org/10.48550/arXiv.2207.00779 db/journals/corr/corr2207.html#abs-2207-00779

Nan Wang Shaoliang Nie Qifan Wang 0001 Yi-Chia Wang Maziar Sanjabi Jingzhou Liu Hamed Firooz Hongning Wang COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation. 2022 abs/2210.15500 CoRR https://doi.org/10.48550/arXiv.2210.15500 db/journals/corr/corr2210.html#abs-2210-15500

Dimitar Dimitrov 0003 Bishr Bin Ali Shaden Shaar Firoj Alam Fabrizio Silvestri Hamed Firooz Preslav Nakov Giovanni Da San Martino Detecting Propaganda Techniques in Memes. 6603-6617 2021 ACL/IJCNLP (1) https://doi.org/10.18653/v1/2021.acl-long.516 https://aclanthology.org/2021.acl-long.516 https://www.wikidata.org/entity/Q131459243 conf/acl/2021-1 db/conf/acl/acl2021-1.html#DimitrovASASFNM20 Woojeong Jin 0001 Maziar Sanjabi Shaoliang Nie Liang Tan 0005 Xiang Ren 0001 Hamed Firooz MSD: Saliency-aware Knowledge Distillation for Multimodal Understanding. 3557-3569 2021 EMNLP (Findings) https://doi.org/10.18653/v1/2021.findings-emnlp.302 https://aclanthology.org/2021.findings-emnlp.302 conf/emnlp/2021f db/conf/emnlp/emnlp2021f.html#JinSNT0F21 Dimitar Dimitrov 0003 Bishr Bin Ali Shaden Shaar Firoj Alam Fabrizio Silvestri Hamed Firooz Preslav Nakov Giovanni Da San Martino SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images. 70-98 2021 SemEval@ACL/IJCNLP https://doi.org/10.18653/v1/2021.semeval-1.7 https://aclanthology.org/2021.semeval-1.7 conf/semeval/2021 db/conf/semeval/semeval2021.html#DimitrovASASFNM21

Woojeong Jin 0001 Maziar Sanjabi Shaoliang Nie Liang Tan 0005 Xiang Ren 0001 Hamed Firooz Modality-specific Distillation. 2021 abs/2101.01881 CoRR https://arxiv.org/abs/2101.01881 db/journals/corr/corr2101.html#abs-2101-01881

Firoj Alam Stefano Cresci Tanmoy Chakraborty 0002 Fabrizio Silvestri Dimiter Dimitrov Giovanni Da San Martino Shaden Shaar Hamed Firooz Preslav Nakov A Survey on Multimodal Disinformation Detection. 2021 abs/2103.12541 CoRR https://arxiv.org/abs/2103.12541 db/journals/corr/corr2103.html#abs-2103-12541

Dimitar Dimitrov 0003 Bishr Bin Ali Shaden Shaar Firoj Alam Fabrizio Silvestri Hamed Firooz Preslav Nakov Giovanni Da San Martino SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images. 2021 abs/2105.09284 CoRR https://arxiv.org/abs/2105.09284 db/journals/corr/corr2105.html#abs-2105-09284

Dimitar Dimitrov 0003 Bishr Bin Ali Shaden Shaar Firoj Alam Fabrizio Silvestri Hamed Firooz Preslav Nakov Giovanni Da San Martino Detecting Propaganda Techniques in Memes. 2021 abs/2109.08013 CoRR https://arxiv.org/abs/2109.08013 db/journals/corr/corr2109.html#abs-2109-08013

Aaron Chan Maziar Sanjabi Lambert Mathias Liang Tan 0005 Shaoliang Nie Xiaochang Peng Xiang Ren 0001 Hamed Firooz UniREx: A Unified Learning Framework for Language Model Rationale Extraction. 2021 abs/2112.08802 CoRR https://arxiv.org/abs/2112.08802 db/journals/corr/corr2112.html#abs-2112-08802

Ajinkya Tejankar Maziar Sanjabi Bichen Wu Saining Xie Madian Khabsa Hamed Pirsiavash Hamed Firooz A Fistful of Words: Learning Transferable Visual Models from Bag-of-Words Supervision. 2021 abs/2112.13884 CoRR https://arxiv.org/abs/2112.13884 db/journals/corr/corr2112.html#abs-2112-13884

Douwe Kiela Hamed Firooz Aravind Mohan Vedanuj Goswami Amanpreet Singh Casey A. Fitzpatrick Peter Bull Greg Lipstein Tony Nelli Ron Zhu Niklas Muennighoff Riza Velioglu Jewgeni Rose Phillip Lippe Nithin Holla Shantanu Chandra Santhosh Rajamanickam Georgios Antoniou Ekaterina Shutova Helen Yannakoudakis Vlad Sandulescu Umut Ozertem Patrick Pantel Lucia Specia Devi Parikh The Hateful Memes Challenge: Competition Report. 344-360 2020 NeurIPS (Competition and Demos) http://proceedings.mlr.press/v133/kiela21a.html conf/nips/2020demo db/conf/nips/demo2020x.html#KielaFMGSFBLNZM20 Douwe Kiela Hamed Firooz Aravind Mohan Vedanuj Goswami Amanpreet Singh Pratik Ringshia Davide Testuggine The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/1b84c4cee2b8b3d823b30e2d604b1878-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#KielaFMGSRT20

Douwe Kiela Hamed Firooz Aravind Mohan Vedanuj Goswami Amanpreet Singh Pratik Ringshia Davide Testuggine The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes. 2020 abs/2005.04790 CoRR https://arxiv.org/abs/2005.04790 db/journals/corr/corr2005.html#abs-2005-04790

Ivan Evtimov Russ Howes Brian Dolhansky Hamed Firooz Cristian Canton-Ferrer Adversarial Evaluation of Multimodal Models under Realistic Gray Box Assumption. 2020 abs/2011.12902 CoRR https://arxiv.org/abs/2011.12902 db/journals/corr/corr2011.html#abs-2011-12902

Douwe Kiela Suvrat Bhooshan Hamed Firooz Davide Testuggine Supervised Multimodal Bitransformers for Classifying Images and Text. 2019 ViGIL@NeurIPS https://vigilworkshop.github.io/static/papers/40.pdf conf/nips/2019vigil db/conf/nips/vigil2019.html#KielaBFT19

Douwe Kiela Suvrat Bhooshan Hamed Firooz Davide Testuggine Supervised Multimodal Bitransformers for Classifying Images and Text. 2019 abs/1909.02950 CoRR http://arxiv.org/abs/1909.02950 db/journals/corr/corr1909.html#abs-1909-02950

Parish Aggarwal Prachi Agrawal Md. Shad Akhtar Andrei Akterskii Bugra Akyildiz Firoj Alam Bishr Bin Ali Antonio Alonso Georgios Antoniou Kavosh Asadi Ilyas Atishev Necip Fazil Ayan Ata Fatahi Baarzi Chongyang Bai Randall Balestriero Nicolas Ballas Kayhan Behdin Shweta Bhardwaj Suvrat Bhooshan Brooke Bian Jean-Pascal Billaud Fedor Borisyuk Diane Bouchacourt C. Bayan Bruss Garret Buell Peter Bull David Byrne Cristian CantonCristian Canton-Ferrer Yihan Cao Asli Celikyilmaz Tanmoy Chakraborty 0002 Aaron Chan Deepak Chandra Shantanu Chandra Loki Chen Tianyi Chen Wenlin Chen Stefano Cresci Hang Cui Yun Dai Siddharth Dangi Gregory Dexter Tejas Dharamsi Dimitar Dimitrov 0003 Dimiter Dimitrov Brian Dolhansky Adrian Englhardt Ivan Evtimov Zhou Fang Soheil Feizi Fuli Feng Casey A. Fitzpatrick Zhoutong Fu Jason Gaedtke Satendra Gera Souvik Ghosh Vedanuj Goswami Aditya Grover Jiatao Gu Shuo Gu Akhilesh Gupta Aman Gupta Chaitali Gupta Sojeong Ha Alon Y. Halevy Li Han Nithin Holla Zhenyu Hou Russ Howes Byron Hsu Pin-Lun Hsu Zhongyin Hu Zhi Hua Kevin Huang Yuzhen Huang Mark Ibrahim Changshu Jian Song Jiang 0002 Wenlong Jiang Woojeong Jin 0001 Brihi Joshi Neha Mukund Kalibhat Saurabh Kataria 0003 Madian Khabsa Douwe Kiela Jimmy Kim Polina Kirichenko Thomas Kistler Santanu Kolay Caitlin Kolb Vignesh Kothapalli Ming Lei Ben Levine Alex Li Chao Li Jinchao Li Li Li Lihong Li Liyuan Li Yufei Li Zhijing Li Zhijing Li 0001 Mingfu Liang Phillip Lippe Greg Lipstein Dongfang Liu Gaoxiang Liu Jiang Liu Jiang Liu 0011 Jingzhou Liu Rui Liu Xi Liu Xi Liu 0011 Zhanglong Liu Ziyi Liu 0007 Emma Lu Yuchen Lu Jiayuan Ma Giovanni Da San Martino Lambert Mathias Rahul Mazumder Shike Mei Iuliia Melnychuk Arpit Mittal Nikko Mizutani Aravind Mohan Zach Moore Khalil Mrini Aaron Mueller Niklas Muennighoff Preslav Nakov Kanika Narang Tony Nelli Shaoliang Nie Chris O'Brien Dre Olgiati Umut Ozertem Sandeep Pandey Patrick Pantel Devi Parikh Sachin Patil Zhoutao Pei Xiaochang Peng Natesh S. PillaiNatesh Sivasubramoniapillai Hamed Pirsiavash Gungor Polatkan Yang Qin Xiaojun Quan Santhosh Rajamanickam Sudarshan Srinivasa Ramanujam Karthik Ramgopal Kaushik Rangadurai Christopher Ré Greg Rehm Xiang Ren 0001 Pratik Ringshia Jewgeni Rose Ashkan Sadeghi Vlad Sandulescu Hejian Sang Maziar Sanjabi Benjamin Schulte Shaden Shaar Zahra Shakeri Angela Shao Ruchit Sharma Shivam Sharma Ekaterina Shutova Frank Shyu Fabrizio Silvestri Luke Simon Amanpreet Singh Ketan Singh Nimit Sharad Sohoni Manas Haribhai Somaiya Adam Song Qingquan Song Siyuan Song Tao Song Yang Song Lucia Specia Kutta Srinivasan Samira Sriram Shiva Sudanagunta Chonglin Sun Mengying Sun Yizhou Sun Kirill Talanine Liang Tan 0005 Shao Tang Shuo Tang Jacob Tao Ajinkya Tejankar Davide Testuggine Fei Tian Birjodh Singh Tiwana Ramakrishna VedantamShanmukha Ramakrishna Vedantam Riza Velioglu Hongning Wang Jingang Wang Nan Wang Qifan Wang 0001 Shuaiwen Wang Sinong Wang Yi-Chia Wang Yu Wang Zhipeng Wang Xiaohan Wei Andrew Gordon Wilson Bichen Wu Neil Wu Yinglong Xia Annie Xiao Hong Xie 0004 Saining Xie Crescent Xiong Fangzhou Xiong Zihan Xiong Jay Xu Ya Xu Zenglin Xu Rachel Yan Song Yang Helen Yannakoudakis Yavuz Yetim Dian Yu Xiaoling Zhai Jieyi Zhang Tianwei Zhang Xiaoyang Zhang Zaiwei Zhang Sen Zhou Ron Zhu Sirou Zhu Siyu Zhu YK Zhu Zhicheng Zhu