Jason Weston - RankMe

315 papers A* 44A 13B 3Misc 2Journal 170Unranked 78

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CharacterFlywheel: Scaling Iterative Improvement of Engaging and Steerable LLMs in Production. CoRR Yixin Nie, Lin Guan, Zhongyao Ma, Anchit Gupta, Yipin Zhou, Xiao Li, Zhengping Zhou, Raymond Zeng, Gelin Zhou, Shigan Chu, Ajay Thampi, Wancen Mu, Nathan Shuster, Ketong Wang, Lin Chen, Jason Brewer, Derek Hao Hu, Alexander McCauley, Jason Weston, Sem Park, Na Zhang, Kevin Tang
2026	J	`jnl`	Reasoning over mathematical objects: on-policy reward modeling and test time aggregation. CoRR Pranjal Aggarwal, Marjan Ghazvininejad, Seungone Kim, Ilia Kulikov, Jack Lanchantin, Xian Li, Tianjian Li, Bo Liu, Graham Neubig, Anaelia Ovalle, Swarnadeep Saha, Sainbayar Sukhbaatar, Sean Welleck, Jason Weston, Chenxi Whitehouse, Adina Williams, Jing Xu, Ping Yu, Weizhe Yuan, Jingyu Zhang, Wenting Zhao
2026	J	`jnl`	Self-Improving Pretraining: using post-trained models to pretrain better models. CoRR Ellen Xiaoqing Tan, Shehzaad Dhuliawala, Jing Xu, Ping Yu, Sainbayar Sukhbaatar, Jason Weston, Olga Golovneva
2025	J	`jnl`	AI & Human Co-Improvement for Safer Co-Superintelligence. CoRR Jason Weston, Jakob N. Foerster
2025	J	`jnl`	Agent Learning via Early Experience. CoRR Kai Zhang, Xiangchao Chen, Bo Liu, Tianci Xue, Zeyi Liao, Zhihan Liu, Xiyao Wang, Yuting Ning, Zhaorun Chen, Xiaohan Fu, Jian Xie, Yuxuan Sun, Boyu Gou, Qi Qi, Zihang Meng, Jianwei Yang, Ning Zhang, Xian Li, Ashish Shah, Dat Huynh, Hengduo Li, Zi Yang, Sara Cao, Lawrence Jang, Shuyan Zhou, Jiacheng Zhu, Huan Sun, Jason Weston, Yu Su, Yifan Wu
2025	J	`jnl`	CoT-Self-Instruct: Building high-quality synthetic prompts for reasoning and non-reasoning tasks. CoRR Ping Yu, Jack Lanchantin, Tianlu Wang, Weizhe Yuan, Olga Golovneva, Ilia Kulikov, Sainbayar Sukhbaatar, Jason Weston, Jing Xu
2025	J	`jnl`	Diverse Preference Optimization. CoRR Jack Lanchantin, Angelica Chen, Shehzaad Dhuliawala, Ping Yu, Jason Weston, Sainbayar Sukhbaatar, Ilia Kulikov
2025	J	`jnl`	J1: Incentivizing Thinking in LLM-as-a-Judge via Reinforcement Learning. CoRR Chenxi Whitehouse, Tianlu Wang, Ping Yu, Xian Li, Jason Weston, Ilia Kulikov, Swarnadeep Saha
2025	J	`jnl`	Jointly Reinforcing Diversity and Quality in Language Model Generations. CoRR Tianjian Li, Yiming Zhang, Ping Yu, Swarnadeep Saha, Daniel Khashabi, Jason Weston, Jack Lanchantin, Tianlu Wang
2025	J	`jnl`	LLM Pretraining with Continuous Concepts. CoRR Jihoon Tack, Jack Lanchantin, Jane Yu, Andrew Cohen, Ilia Kulikov, Janice Lan, Shibo Hao, Yuandong Tian, Jason Weston, Xian Li
2025	J	`jnl`	Learning to Plan & Reason for Evaluation with Thinking-LLM-as-a-Judge. CoRR Swarnadeep Saha, Xian Li, Marjan Ghazvininejad, Jason Weston, Tianlu Wang
2025	J	`jnl`	Learning to Reason for Factuality. CoRR Xilun Chen, Ilia Kulikov, Vincent-Pierre Berges, Barlas Oguz, Rulin Shao, Gargi Ghosh, Jason Weston, Wen-tau Yih
2025	J	`jnl`	Learning to Solve and Verify: A Self-Play Framework for Code and Test Generation. CoRR Zi Lin, Sheng Shen, Jingbo Shang, Jason Weston, Yixin Nie
2025	J	`jnl`	Meta CLIP 2: A Worldwide Scaling Recipe. CoRR Yung-Sung Chuang, Yang Li, Dong Wang, Ching-Feng Yeh, Kehan Lyu, Ramya Raghavendra, James Glass, Lifei Huang, Jason Weston, Luke Zettlemoyer, Xinlei Chen, Zhuang Liu, Saining Xie, Wen-tau Yih, Shang-wen Li, Hu Xu
2025	J	`jnl`	Multi-Token Attention. CoRR Olga Golovneva, Tianlu Wang, Jason Weston, Sainbayar Sukhbaatar
2025	J	`jnl`	NaturalThoughts: Selecting and Distilling Reasoning Traces for General Reasoning Tasks. CoRR Yang Li, Youssef Emad, Karthik Padthe, Jack Lanchantin, Weizhe Yuan, Thao Nguyen, Jason Weston, Shang-wen Li, Dong Wang, Ilia Kulikov, Xian Li
2025	J	`jnl`	OptimalThinkingBench: Evaluating Over and Underthinking in LLMs. CoRR Pranjal Aggarwal, Seungone Kim, Jack Lanchantin, Sean Welleck, Jason Weston, Ilia Kulikov, Swarnadeep Saha
2025	J	`jnl`	R.I.P.: Better Models by Survival of the Fittest Prompts. CoRR Ping Yu, Weizhe Yuan, Olga Golovneva, Tianhao Wu, Sainbayar Sukhbaatar, Jason Weston, Jing Xu
2025	J	`jnl`	RESTRAIN: From Spurious Votes to Signals - Self-Driven RL with Self-Penalization. CoRR Zhaoning Yu, Will Su, Leitian Tao, Haozhu Wang, Aashu Singh, Hanchao Yu, Jianyu Wang, Hongyang Gao, Weizhe Yuan, Jason Weston, Ping Yu, Jing Xu
2025	J	`jnl`	SPICE: Self-Play In Corpus Environments Improves Reasoning. CoRR Bo Liu, Chuanyang Jin, Seungone Kim, Weizhe Yuan, Wenting Zhao, Ilia Kulikov, Xian Li, Sainbayar Sukhbaatar, Jack Lanchantin, Jason Weston
2025	J	`jnl`	SWEET-RL: Training Multi-Turn LLM Agents on Collaborative Reasoning Tasks. CoRR Yifei Zhou, Song Jiang, Yuandong Tian, Jason Weston, Sergey Levine, Sainbayar Sukhbaatar, Xian Li
2025	J	`jnl`	Scaling Agent Learning via Experience Synthesis. CoRR Zhaorun Chen, Zhuokai Zhao, Kai Zhang, Bo Liu, Qi Qi, Yifan Wu, Tarun Kalluri, Sara Cao, Yuanhao Xiong, Haibo Tong, Huaxiu Yao, Hengduo Li, Jiacheng Zhu, Xian Li, Dawn Song, Bo Li, Jason Weston, Dat Huynh
2025	J	`jnl`	Self-Challenging Language Model Agents. CoRR Yifei Zhou, Sergey Levine, Jason Weston, Xian Li, Sainbayar Sukhbaatar
2025	J	`jnl`	Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback. CoRR Yen-Ting Lin, Di Jin, Tengyu Xu, Tianhao Wu, Sainbayar Sukhbaatar, Chen Zhu, Yun He, Yun-Nung Chen, Jason Weston, Yuandong Tian, Arash Rahnama, Sinong Wang, Hao Ma, Han Fang
2025	J	`jnl`	StepWiser: Stepwise Generative Judges for Wiser Reasoning. CoRR Wei Xiong, Wenting Zhao, Weizhe Yuan, Olga Golovneva, Tong Zhang, Jason Weston, Sainbayar Sukhbaatar
2025	J	`jnl`	Stochastic activations. CoRR Maria Lomeli, Matthijs Douze, Gergely Szilvasy, Loïc Cabannes, Jade Copet, Sainbayar Sukhbaatar, Jason Weston, Gabriel Synnaeve, Pierre-Emmanuel Mazaré, Hervé Jégou
2025	J	`jnl`	The Alignment Waltz: Jointly Training Agents to Collaborate for Safety. CoRR Jingyu Zhang, Haozhu Wang, Eric Michael Smith, Sid Wang, Amr Sharaf, Mahesh Pasupuleti, Benjamin Van Durme, Daniel Khashabi, Jason Weston, Hongyuan Zhan
2025	J	`jnl`	The Era of Real-World Human Interaction: RL from User Conversations. CoRR Chuanyang Jin, Jing Xu, Bo Liu, Leitian Tao, Olga Golovneva, Tianmin Shu, Wenting Zhao, Xian Li, Jason Weston
2025	J	`jnl`	The Majority is not always right: RL training for solution aggregation. CoRR Wenting Zhao, Pranjal Aggarwal, Swarnadeep Saha, Asli Celikyilmaz, Jason Weston, Ilia Kulikov
2024	J	`jnl`	ALMA: Alignment with Minimal Annotation. CoRR Michihiro Yasunaga, Leonid Shamis, Chunting Zhou, Andrew Cohen, Jason Weston, Luke Zettlemoyer, Marjan Ghazvininejad
2024	J	`jnl`	Adaptive Decoding via Latent Preference Optimization. CoRR Shehzaad Dhuliawala, Ilia Kulikov, Ping Yu, Asli Celikyilmaz, Jason Weston, Sainbayar Sukhbaatar, Jack Lanchantin
2024	J	`jnl`	Backtracking Improves Generation Safety. CoRR Yiming Zhang, Jianfeng Chi, Hailey Nguyen, Kartikeya Upasani, Daniel M. Bikel, Jason Weston, Eric Michael Smith
2024	—	`conf`	Better Alignment with Instruction Back-and-Forth Translation. EMNLP (Findings) Thao Nguyen, Jeffrey Li, Sewoong Oh, Ludwig Schmidt, Jason Weston, Luke Zettlemoyer, Xian Li
2024	J	`jnl`	Better Alignment with Instruction Back-and-Forth Translation. CoRR Thao Nguyen, Jeffrey Li, Sewoong Oh, Ludwig Schmidt, Jason Weston, Luke Zettlemoyer, Xian Li
2024	—	`conf`	Branch-Solve-Merge Improves Large Language Model Evaluation and Generation. NAACL-HLT Swarnadeep Saha, Omer Levy, Asli Celikyilmaz, Mohit Bansal, Jason Weston, Xian Li
2024	J	`jnl`	Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM. CoRR Sainbayar Sukhbaatar, Olga Golovneva, Vasu Sharma, Hu Xu, Xi Victoria Lin, Baptiste Rozière, Jacob Kahn, Daniel Li, Wen-tau Yih, Jason Weston, Xian Li
2024	J	`jnl`	Byte Latent Transformer: Patches Scale Better Than Tokens. CoRR Artidoro Pagnoni, Ram Pasunuru, Pedro Rodríguez, John Nguyen, Benjamin Muller, Margaret Li, Chunting Zhou, Lili Yu, Jason Weston, Luke Zettlemoyer, Gargi Ghosh, Mike Lewis, Ari Holtzman, Srinivasan Iyer
2024	—	`conf`	Chain-of-Verification Reduces Hallucination in Large Language Models. ACL (Findings) Shehzaad Dhuliawala, Mojtaba Komeili, Jing Xu, Roberta Raileanu, Xian Li, Asli Celikyilmaz, Jason Weston
2024	J	`jnl`	Contextual Position Encoding: Learning to Count What's Important. CoRR Olga Golovneva, Tianlu Wang, Jason Weston, Sainbayar Sukhbaatar
2024	J	`jnl`	Distilling System 2 into System 1. CoRR Ping Yu, Jing Xu, Jason Weston, Ilia Kulikov
2024	J	`jnl`	Following Length Constraints in Instructions. CoRR Weizhe Yuan, Ilia Kulikov, Ping Yu, Kyunghyun Cho, Sainbayar Sukhbaatar, Jason Weston, Jing Xu
2024	A*	`conf`	Iterative Reasoning Preference Optimization. NeurIPS Richard Yuanzhe Pang, Weizhe Yuan, He He, Kyunghyun Cho, Sainbayar Sukhbaatar, Jason Weston
2024	J	`jnl`	Iterative Reasoning Preference Optimization. CoRR Richard Yuanzhe Pang, Weizhe Yuan, Kyunghyun Cho, He He, Sainbayar Sukhbaatar, Jason Weston
2024	—	`conf`	Leveraging Implicit Feedback from Deployment Data in Dialogue. EACL (2) Richard Yuanzhe Pang, Stephen Roller, Kyunghyun Cho, He He, Jason Weston
2024	J	`jnl`	Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge. CoRR Tianhao Wu, Weizhe Yuan, Olga Golovneva, Jing Xu, Yuandong Tian, Jiantao Jiao, Jason Weston, Sainbayar Sukhbaatar
2024	J	`jnl`	Reverse Training to Nurse the Reversal Curse. CoRR Olga Golovneva, Zeyuan Allen-Zhu, Jason Weston, Sainbayar Sukhbaatar
2024	A*	`conf`	Self-Alignment with Instruction Backtranslation. ICLR Xian Li, Ping Yu, Chunting Zhou, Timo Schick, Omer Levy, Luke Zettlemoyer, Jason Weston, Mike Lewis
2024	J	`jnl`	Self-Consistency Preference Optimization. CoRR Archiki Prasad, Weizhe Yuan, Richard Yuanzhe Pang, Jing Xu, Maryam Fazel-Zarandi, Mohit Bansal, Sainbayar Sukhbaatar, Jason Weston, Jane A. Yu
2024	A*	`conf`	Self-Rewarding Language Models. ICML Weizhe Yuan, Richard Yuanzhe Pang, Kyunghyun Cho, Xian Li, Sainbayar Sukhbaatar, Jing Xu, Jason Weston
2024	J	`jnl`	Self-Rewarding Language Models. CoRR Weizhe Yuan, Richard Yuanzhe Pang, Kyunghyun Cho, Sainbayar Sukhbaatar, Jing Xu, Jason Weston
2024	J	`jnl`	Self-Taught Evaluators. CoRR Tianlu Wang, Ilia Kulikov, Olga Golovneva, Ping Yu, Weizhe Yuan, Jane Dwivedi-Yu, Richard Yuanzhe Pang, Maryam Fazel-Zarandi, Jason Weston, Xian Li
2024	J	`jnl`	Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources. CoRR Alisia Maria Lupidi, Carlos Gemmell, Nicola Cancedda, Jane Dwivedi-Yu, Jason Weston, Jakob N. Foerster, Roberta Raileanu, Maria Lomeli
2024	—	`conf`	System-Level Natural Language Feedback. EACL (1) Weizhe Yuan, Kyunghyun Cho, Jason Weston
2024	—	`conf`	TOOLVERIFIER: Generalization to New Tools via Self-Verification. EMNLP (Findings) Dheeraj Mekala, Jason Weston, Jack Lanchantin, Roberta Raileanu, Maria Lomeli, Jingbo Shang, Jane Dwivedi-Yu
2024	J	`jnl`	TOOLVERIFIER: Generalization to New Tools via Self-Verification. CoRR Dheeraj Mekala, Jason Weston, Jack Lanchantin, Roberta Raileanu, Maria Lomeli, Jingbo Shang, Jane Dwivedi-Yu
2024	—	`conf`	The ART of LLM Refinement: Ask, Refine, and Trust. NAACL-HLT Kumar Shridhar, Koustuv Sinha, Andrew Cohen, Tianlu Wang, Ping Yu, Ramakanth Pasunuru, Mrinmaya Sachan, Jason Weston, Asli Celikyilmaz
2024	J	`jnl`	Thinking LLMs: General Instruction Following with Thought Generation. CoRR Tianhao Wu, Janice Lan, Weizhe Yuan, Jiantao Jiao, Jason Weston, Sainbayar Sukhbaatar
2024	J	`jnl`	Training Large Language Models to Reason in a Continuous Latent Space. CoRR Shibo Hao, Sainbayar Sukhbaatar, DiJia Su, Xian Li, Zhiting Hu, Jason Weston, Yuandong Tian
2024	—	`conf`	When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels. NAACL-HLT Weiyan Shi, Emily Dinan, Kurt Shuster, Jason Weston, Jing Xu
2023	J	`jnl`	Branch-Solve-Merge Improves Large Language Model Evaluation and Generation. CoRR Swarnadeep Saha, Omer Levy, Asli Celikyilmaz, Mohit Bansal, Jason Weston, Xian Li
2023	J	`jnl`	Chain-of-Verification Reduces Hallucination in Large Language Models. CoRR Shehzaad Dhuliawala, Mojtaba Komeili, Jing Xu, Roberta Raileanu, Xian Li, Asli Celikyilmaz, Jason Weston
2023	J	`jnl`	Improving Open Language Models by Learning from Organic Interactions. CoRR Jing Xu, Da Ju, Joshua Lane, Mojtaba Komeili, Eric Michael Smith, Megan Ung, Morteza Behrooz, William Ngan, Rashel Moritz, Sainbayar Sukhbaatar, Y-Lan Boureau, Jason Weston, Kurt Shuster
2023	J	`jnl`	Infusing Commonsense World Models with Graph Knowledge. CoRR Alexander Gurung, Mojtaba Komeili, Arthur Szlam, Jason Weston, Jack Urbanek
2023	J	`jnl`	Large Language Model Programs. CoRR Imanol Schlag, Sainbayar Sukhbaatar, Asli Celikyilmaz, Wen-tau Yih, Jason Weston, Jürgen Schmidhuber, Xian Li
2023	—	`conf`	Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback. ACL (1) Jing Xu, Megan Ung, Mojtaba Komeili, Kushal Arora, Y-Lan Boureau, Jason Weston
2023	A*	`conf`	Learning to Reason and Memorize with Self-Notes. NeurIPS Jack Lanchantin, Shubham Toshniwal, Jason Weston, Arthur Szlam, Sainbayar Sukhbaatar
2023	J	`jnl`	Learning to Reason and Memorize with Self-Notes. CoRR Jack Lanchantin, Shubham Toshniwal, Jason Weston, Arthur Szlam, Sainbayar Sukhbaatar
2023	J	`jnl`	Leveraging Implicit Feedback from Deployment Data in Dialogue. CoRR Richard Yuanzhe Pang, Stephen Roller, Kyunghyun Cho, He He, Jason Weston
2023	J	`jnl`	Multi-Party Chat: Conversational Agents in Group Settings with Humans and Models. CoRR Jimmy Wei, Kurt Shuster, Arthur Szlam, Jason Weston, Jack Urbanek, Mojtaba Komeili
2023	J	`jnl`	Self-Alignment with Instruction Backtranslation. CoRR Xian Li, Ping Yu, Chunting Zhou, Timo Schick, Luke Zettlemoyer, Omer Levy, Jason Weston, Mike Lewis
2023	J	`jnl`	Some things are more CRINGE than others: Preference Optimization with the Pairwise Cringe Loss. CoRR Jing Xu, Andrew Lee, Sainbayar Sukhbaatar, Jason Weston
2023	J	`jnl`	System 2 Attention (is something you might need too). CoRR Jason Weston, Sainbayar Sukhbaatar
2023	J	`jnl`	System-Level Natural Language Feedback. CoRR Weizhe Yuan, Kyunghyun Cho, Jason Weston
2023	J	`jnl`	The ART of LLM Refinement: Ask, Refine, and Trust. CoRR Kumar Shridhar, Koustuv Sinha, Andrew Cohen, Tianlu Wang, Ping Yu, Ram Pasunuru, Mrinmaya Sachan, Jason Weston, Asli Celikyilmaz
2023	—	`conf`	The CRINGE Loss: Learning what language not to model. ACL (1) Leonard Adolphs, Tianyu Gao, Jing Xu, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston
2023	J	`jnl`	The HCI Aspects of Public Deployment of Research Chatbots: A User Study, Design Recommendations, and Open Challenges. CoRR Morteza Behrooz, William Ngan, Joshua Lane, Giuliano Morse, Benjamin Babcock, Kurt Shuster, Mojtaba Komeili, Moya Chen, Melanie Kambadur, Y-Lan Boureau, Jason Weston
2023	J	`jnl`	The Stable Entropy Hypothesis and Entropy-Aware Decoding: An Analysis and Algorithm for Robust Natural Language Generation. CoRR Kushal Arora, Timothy J. O'Donnell, Doina Precup, Jason Weston, Jackie Chi Kit Cheung
2023	J	`jnl`	Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading. CoRR Howard Chen, Ramakanth Pasunuru, Jason Weston, Asli Celikyilmaz
2022	—	`conf`	Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity. NAACL-HLT (Findings) Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
2022	—	`conf`	Beyond Goldfish Memory: Long-Term Open-Domain Conversation. ACL (1) Jing Xu, Arthur Szlam, Jason Weston
2022	J	`jnl`	BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage. CoRR Kurt Shuster, Jing Xu, Mojtaba Komeili, Da Ju, Eric Michael Smith, Stephen Roller, Megan Ung, Moya Chen, Kushal Arora, Joshua Lane, Morteza Behrooz, William Ngan, Spencer Poff, Naman Goyal, Arthur Szlam, Y-Lan Boureau, Melanie Kambadur, Jason Weston
2022	J	`jnl`	DIRECTOR: Generator-Classifiers For Supervised Language Modeling. CoRR Kushal Arora, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston
2022	—	`conf`	Director: Generator-Classifiers For Supervised Language Modeling. AACL/IJCNLP (1) Kushal Arora, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston
2022	—	`conf`	Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents. ConvAI@ACL Eric Michael Smith, Orion Hsu, Rebecca Qian, Stephen Roller, Y-Lan Boureau, Jason Weston
2022	J	`jnl`	Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents. CoRR Eric Michael Smith, Orion Hsu, Rebecca Qian, Stephen Roller, Y-Lan Boureau, Jason Weston
2022	—	`conf`	Internet-Augmented Dialogue Generation. ACL (1) Mojtaba Komeili, Kurt Shuster, Jason Weston
2022	—	`conf`	Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion. EMNLP (Findings) Kurt Shuster, Mojtaba Komeili, Leonard Adolphs, Stephen Roller, Arthur Szlam, Jason Weston
2022	J	`jnl`	Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion. CoRR Kurt Shuster, Mojtaba Komeili, Leonard Adolphs, Stephen Roller, Arthur Szlam, Jason Weston
2022	J	`jnl`	Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback. CoRR Jing Xu, Megan Ung, Mojtaba Komeili, Kushal Arora, Y-Lan Boureau, Jason Weston
2022	J	`jnl`	Learning from data in the mixed adversarial non-adversarial case: Finding the helpers and ignoring the trolls. CoRR Da Ju, Jing Xu, Y-Lan Boureau, Jason Weston
2022	—	`conf`	Reason first, then respond: Modular Generation for Knowledge-infused Dialogue. EMNLP (Findings) Leonard Adolphs, Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
2022	A*	`conf`	Staircase Attention for Recurrent Processing of Sequences. NeurIPS Da Ju, Stephen Roller, Sainbayar Sukhbaatar, Jason Weston
2022	J	`jnl`	The CRINGE Loss: Learning what language not to model. CoRR Leonard Adolphs, Tianyu Gao, Jing Xu, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston
2022	J	`jnl`	When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels. CoRR Weiyan Shi, Emily Dinan, Kurt Shuster, Jason Weston, Jing Xu
2021	J	`jnl`	Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity. CoRR Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
2021	J	`jnl`	Beyond Goldfish Memory: Long-Term Open-Domain Conversation. CoRR Jing Xu, Arthur Szlam, Jason Weston
2021	—	`conf`	Bot-Adversarial Dialogue for Safe Conversational Agents. NAACL-HLT Jing Xu, Da Ju, Margaret Li, Y-Lan Boureau, Jason Weston, Emily Dinan
2021	—	`conf`	Dialogue in the Wild: Learning from a Deployed Role-Playing Game with Humans and Bots. ACL/IJCNLP (Findings) Kurt Shuster, Jack Urbanek, Emily Dinan, Arthur Szlam, Jason Weston
2021	A*	`conf`	Hash Layers For Large Sparse Models. NeurIPS Stephen Roller, Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston
2021	J	`jnl`	Hash Layers For Large Sparse Models. CoRR Stephen Roller, Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston
2021	—	`conf`	How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds. NAACL-HLT Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktäschel, Jason Weston
2021	—	`conf`	I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling. ACL/IJCNLP (1) Yixin Nie, Mary Williamson, Mohit Bansal, Douwe Kiela, Jason Weston
2021	J	`jnl`	Internet-Augmented Dialogue Generation. CoRR Mojtaba Komeili, Kurt Shuster, Jason Weston
2021	—	`conf`	Multi-Modal Open-Domain Dialogue. EMNLP (1) Kurt Shuster, Eric Michael Smith, Da Ju, Jason Weston
2021	J	`jnl`	NormFormer: Improved Transformer Pretraining with Extra Normalization. CoRR Sam Shleifer, Jason Weston, Myle Ott
2021	A*	`conf`	Not All Memories are Created Equal: Learning to Forget by Expiring. ICML Sainbayar Sukhbaatar, Da Ju, Spencer Poff, Stephen Roller, Arthur Szlam, Jason Weston, Angela Fan
2021	J	`jnl`	Not All Memories are Created Equal: Learning to Forget by Expiring. CoRR Sainbayar Sukhbaatar, Da Ju, Spencer Poff, Stephen Roller, Arthur Szlam, Jason Weston, Angela Fan
2021	J	`jnl`	Reason first, then respond: Modular Generation for Knowledge-infused Dialogue. CoRR Leonard Adolphs, Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
2021	A	`conf`	Recipes for Building an Open-Domain Chatbot. EACL Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Eric Michael Smith, Y-Lan Boureau, Jason Weston
2021	—	`conf`	Retrieval Augmentation Reduces Hallucination in Conversation. EMNLP (Findings) Kurt Shuster, Spencer Poff, Moya Chen, Douwe Kiela, Jason Weston
2021	J	`jnl`	Retrieval Augmentation Reduces Hallucination in Conversation. CoRR Kurt Shuster, Spencer Poff, Moya Chen, Douwe Kiela, Jason Weston
2021	J	`jnl`	Staircase Attention for Recurrent Processing of Sequences. CoRR Da Ju, Stephen Roller, Sainbayar Sukhbaatar, Jason Weston
2020	A*	`conf`	Adversarial NLI: A New Benchmark for Natural Language Understanding. ACL Yixin Nie, Adina Williams, Emily Dinan, Mohit Bansal, Jason Weston, Douwe Kiela
2020	A*	`conf`	Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills. ACL Eric Michael Smith, Mary Williamson, Kurt Shuster, Jason Weston, Y-Lan Boureau
2020	J	`jnl`	Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills. CoRR Eric Michael Smith, Mary Williamson, Kurt Shuster, Jason Weston, Y-Lan Boureau
2020	J	`jnl`	Deploying Lifelong Open-Domain Dialogue Learning. CoRR Kurt Shuster, Jack Urbanek, Emily Dinan, Arthur Szlam, Jason Weston
2020	A*	`conf`	Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training. ACL Margaret Li, Stephen Roller, Ilia Kulikov, Sean Welleck, Y-Lan Boureau, Kyunghyun Cho, Jason Weston
2020	A*	`conf`	Generating Interactive Worlds with Text. AAAI Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktäschel, Arthur Szlam, Jason Weston
2020	J	`jnl`	How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds. CoRR Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktäschel, Jason Weston
2020	J	`jnl`	I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling. CoRR Yixin Nie, Mary Williamson, Mohit Bansal, Douwe Kiela, Jason Weston
2020	J	`jnl`	I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-oriented dialogue agents. CoRR Shrimai Prabhumoye, Margaret Li, Jack Urbanek, Emily Dinan, Douwe Kiela, Jason Weston, Arthur Szlam
2020	A*	`conf`	Image-Chat: Engaging Grounded Conversations. ACL Kurt Shuster, Samuel Humeau, Antoine Bordes, Jason Weston
2020	—	`conf`	Multi-Dimensional Gender Bias Classification. EMNLP (1) Emily Dinan, Angela Fan, Ledell Wu, Jason Weston, Douwe Kiela, Adina Williams
2020	J	`jnl`	Multi-Dimensional Gender Bias Classification. CoRR Emily Dinan, Angela Fan, Ledell Wu, Jason Weston, Douwe Kiela, Adina Williams
2020	J	`jnl`	Multi-Modal Open-Domain Dialogue. CoRR Kurt Shuster, Eric Michael Smith, Da Ju, Jason Weston
2020	A*	`conf`	Neural Text Generation With Unlikelihood Training. ICLR Sean Welleck, Ilia Kulikov, Stephen Roller, Emily Dinan, Kyunghyun Cho, Jason Weston
2020	J	`jnl`	Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions. CoRR Stephen Roller, Y-Lan Boureau, Jason Weston, Antoine Bordes, Emily Dinan, Angela Fan, David Gunning, Da Ju, Margaret Li, Spencer Poff, Pratik Ringshia, Kurt Shuster, Eric Michael Smith, Arthur Szlam, Jack Urbanek, Mary Williamson
2020	A*	`conf`	Poly-encoders: Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring. ICLR Samuel Humeau, Kurt Shuster, Marie-Anne Lachaux, Jason Weston
2020	—	`conf`	Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation. EMNLP (1) Emily Dinan, Angela Fan, Adina Williams, Jack Urbanek, Douwe Kiela, Jason Weston
2020	J	`jnl`	Recipes for Safety in Open-domain Chatbots. CoRR Jing Xu, Da Ju, Margaret Li, Y-Lan Boureau, Jason Weston, Emily Dinan
2020	J	`jnl`	Recipes for building an open-domain chatbot. CoRR Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Kurt Shuster, Eric Michael Smith, Y-Lan Boureau, Jason Weston
2020	A*	`conf`	The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents. ACL Kurt Shuster, Da Ju, Stephen Roller, Emily Dinan, Y-Lan Boureau, Jason Weston
2019	J	`jnl`	ACUTE-EVAL: Improved Dialogue Evaluation with Optimized Questions and Multi-turn Comparisons. CoRR Margaret Li, Jason Weston, Stephen Roller
2019	J	`jnl`	Adversarial NLI: A New Benchmark for Natural Language Understanding. CoRR Yixin Nie, Adina Williams, Emily Dinan, Mohit Bansal, Jason Weston, Douwe Kiela
2019	J	`jnl`	All-in-One Image-Grounded Conversational Agents. CoRR Da Ju, Kurt Shuster, Y-Lan Boureau, Jason Weston
2019	—	`conf`	Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack. EMNLP/IJCNLP (1) Emily Dinan, Samuel Humeau, Bharath Chintagunta, Jason Weston
2019	J	`jnl`	Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack. CoRR Emily Dinan, Samuel Humeau, Bharath Chintagunta, Jason Weston
2019	—	`conf`	Dialogue Natural Language Inference. ACL (1) Sean Welleck, Jason Weston, Arthur Szlam, Kyunghyun Cho
2019	J	`jnl`	Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training. CoRR Margaret Li, Stephen Roller, Ilia Kulikov, Sean Welleck, Y-Lan Boureau, Kyunghyun Cho, Jason Weston
2019	—	`conf`	ELI5: Long Form Question Answering. ACL (1) Angela Fan, Yacine Jernite, Ethan Perez, David Grangier, Jason Weston, Michael Auli
2019	J	`jnl`	ELI5: Long Form Question Answering. CoRR Angela Fan, Yacine Jernite, Ethan Perez, David Grangier, Jason Weston, Michael Auli
2019	A*	`conf`	Engaging Image Captioning via Personality. CVPR Kurt Shuster, Samuel Humeau, Hexiang Hu, Antoine Bordes, Jason Weston
2019	—	`conf`	Finding Generalizable Evidence by Learning to Convince Q&A Models. EMNLP/IJCNLP (1) Ethan Perez, Siddharth Karamcheti, Rob Fergus, Jason Weston, Douwe Kiela, Kyunghyun Cho
2019	J	`jnl`	Finding Generalizable Evidence by Learning to Convince Q&A Models. CoRR Ethan Perez, Siddharth Karamcheti, Rob Fergus, Jason Weston, Douwe Kiela, Kyunghyun Cho
2019	J	`jnl`	Generating Interactive Worlds with Text. CoRR Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktäschel, Arthur Szlam, Jason Weston
2019	B	`conf`	Importance of Search and Evaluation Strategies in Neural Dialogue Modeling. INLG Ilia Kulikov, Alexander H. Miller, Kyunghyun Cho, Jason Weston
2019	J	`jnl`	Improving Conditioning in Context-Aware Sequence to Sequence Models. CoRR Xinyi Wang, Jason Weston, Michael Auli, Yacine Jernite
2019	—	`conf`	Learning from Dialogue after Deployment: Feed Yourself, Chatbot! ACL (1) Braden Hancock, Antoine Bordes, Pierre-Emmanuel Mazaré, Jason Weston
2019	J	`jnl`	Learning from Dialogue after Deployment: Feed Yourself, Chatbot! CoRR Braden Hancock, Antoine Bordes, Pierre-Emmanuel Mazaré, Jason Weston
2019	—	`conf`	Learning to Speak and Act in a Fantasy Text Adventure Game. EMNLP/IJCNLP (1) Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston
2019	J	`jnl`	Learning to Speak and Act in a Fantasy Text Adventure Game. CoRR Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston
2019	J	`jnl`	Neural Text Generation with Unlikelihood Training. CoRR Sean Welleck, Ilia Kulikov, Stephen Roller, Emily Dinan, Kyunghyun Cho, Jason Weston
2019	J	`jnl`	Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation. CoRR Emily Dinan, Angela Fan, Adina Williams, Jack Urbanek, Douwe Kiela, Jason Weston
2019	J	`jnl`	Real-time Inference in Multi-sentence Tasks with Deep Pretrained Transformers. CoRR Samuel Humeau, Kurt Shuster, Marie-Anne Lachaux, Jason Weston
2019	—	`conf`	Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue. EMNLP/IJCNLP (1) Dongyeop Kang, Anusha Balakrishnan, Pararth Shah, Paul A. Crook, Y-Lan Boureau, Jason Weston
2019	J	`jnl`	Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue. CoRR Dongyeop Kang, Anusha Balakrishnan, Pararth Shah, Paul A. Crook, Y-Lan Boureau, Jason Weston
2019	J	`jnl`	The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents. CoRR Kurt Shuster, Da Ju, Stephen Roller, Emily Dinan, Y-Lan Boureau, Jason Weston
2019	J	`jnl`	The Second Conversational Intelligence Challenge (ConvAI2). CoRR Emily Dinan, Varvara Logacheva, Valentin Malykh, Alexander H. Miller, Kurt Shuster, Jack Urbanek, Douwe Kiela, Arthur Szlam, Iulian Serban, Ryan Lowe, Shrimai Prabhumoye, Alan W. Black, Alexander I. Rudnicky, Jason D. Williams, Joelle Pineau, Mikhail Burtsev, Jason Weston
2019	—	`conf`	What makes a good conversation? How controllable attributes affect human judgments. NAACL-HLT (1) Abigail See, Stephen Roller, Douwe Kiela, Jason Weston
2019	J	`jnl`	What makes a good conversation? How controllable attributes affect human judgments. CoRR Abigail See, Stephen Roller, Douwe Kiela, Jason Weston
2019	J	`jnl`	Why Build an Assistant in Minecraft? CoRR Arthur Szlam, Jonathan Gray, Kavya Srinet, Yacine Jernite, Armand Joulin, Gabriel Synnaeve, Douwe Kiela, Haonan Yu, Zhuoyuan Chen, Siddharth Goyal, Demi Guo, Danielle Rothermel, C. Lawrence Zitnick, Jason Weston
2019	—	`conf`	Wizard of Wikipedia: Knowledge-Powered Conversational Agents. ICLR (Poster) Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, Jason Weston
2018	J	`jnl`	Dialogue Natural Language Inference. CoRR Sean Welleck, Jason Weston, Arthur Szlam, Kyunghyun Cho
2018	—	`conf`	Emergent Translation in Multi-Agent Communication. ICLR (Poster) Jason Lee, Kyunghyun Cho, Jason Weston, Douwe Kiela
2018	J	`jnl`	Engaging Image Captioning Via Personality. CoRR Kurt Shuster, Samuel Humeau, Hexiang Hu, Antoine Bordes, Jason Weston
2018	J	`jnl`	Engaging Image Chat: Modeling Personality in Grounded Dialogue. CoRR Kurt Shuster, Samuel Humeau, Antoine Bordes, Jason Weston
2018	J	`jnl`	Importance of a Search Strategy in Neural Dialogue Modelling. CoRR Ilya Kulikov, Alexander H. Miller, Kyunghyun Cho, Jason Weston
2018	—	`conf`	Jump to better conclusions: SCAN both left and right. BlackboxNLP@EMNLP Jasmijn Bastings, Marco Baroni, Jason Weston, Kyunghyun Cho, Douwe Kiela
2018	J	`jnl`	Jump to better conclusions: SCAN both left and right. CoRR Jasmijn Bastings, Marco Baroni, Jason Weston, Kyunghyun Cho, Douwe Kiela
2018	—	`conf`	Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent. ICLR (Poster) Zhilin Yang, Saizheng Zhang, Jack Urbanek, Will Feng, Alexander H. Miller, Arthur Szlam, Douwe Kiela, Jason Weston
2018	—	`conf`	Personalizing Dialogue Agents: I have a dog, do you have pets too? ACL (1) Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, Jason Weston
2018	J	`jnl`	Personalizing Dialogue Agents: I have a dog, do you have pets too? CoRR Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, Jason Weston
2018	—	`conf`	Retrieve and Refine: Improved Sequence Generation Models For Dialogue. SCAI@EMNLP Jason Weston, Emily Dinan, Alexander H. Miller
2018	J	`jnl`	Retrieve and Refine: Improved Sequence Generation Models For Dialogue. CoRR Jason Weston, Emily Dinan, Alexander H. Miller
2018	A*	`conf`	StarSpace: Embed All The Things! AAAI Ledell Yu Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes, Jason Weston
2018	J	`jnl`	Talk the Walk: Navigating New York City through Grounded Dialogue. CoRR Harm de Vries, Kurt Shuster, Dhruv Batra, Devi Parikh, Jason Weston, Douwe Kiela
2018	J	`jnl`	Vehicle Community Strategies. CoRR Cinjon Resnick, Ilya Kulikov, Kyunghyun Cho, Jason Weston
2018	J	`jnl`	Wizard of Wikipedia: Knowledge-Powered Conversational agents. CoRR Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, Jason Weston
2017	—	`conf`	Dialogue Learning With Human-in-the-Loop. ICLR (Poster) Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston
2017	J	`jnl`	Emergent Translation in Multi-Agent Communication. CoRR Jason Lee, Kyunghyun Cho, Jason Weston, Douwe Kiela
2017	—	`conf`	Learning End-to-End Goal-Oriented Dialog. ICLR Antoine Bordes, Y-Lan Boureau, Jason Weston
2017	—	`conf`	Learning through Dialogue Interactions by Asking Questions. ICLR (Poster) Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston
2017	J	`jnl`	Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent. CoRR Zhilin Yang, Saizheng Zhang, Jack Urbanek, Will Feng, Alexander H. Miller, Arthur Szlam, Douwe Kiela, Jason Weston
2017	A	`conf`	Memory Networks for Recommendation. RecSys Jason Weston
2017	—	`conf`	ParlAI: A Dialog Research Software Platform. EMNLP (System Demonstrations) Alexander H. Miller, Will Feng, Dhruv Batra, Antoine Bordes, Adam Fisch, Jiasen Lu, Devi Parikh, Jason Weston
2017	J	`jnl`	ParlAI: A Dialog Research Software Platform. CoRR Alexander H. Miller, Will Feng, Adam Fisch, Jiasen Lu, Dhruv Batra, Antoine Bordes, Devi Parikh, Jason Weston
2017	—	`ed.`	Proceedings of the 2nd Workshop on Representation Learning for NLP, Rep4NLP@ACL 2017, Vancouver, Canada, August 3, 2017 Rep4NLP@ACL Phil Blunsom, Antoine Bordes, Kyunghyun Cho, Shay B. Cohen, Chris Dyer, Edward Grefenstette, Karl Moritz Hermann, Laura Rimell, Jason Weston, Scott Yih
2017	—	`conf`	Reading Wikipedia to Answer Open-Domain Questions. ACL (1) Danqi Chen, Adam Fisch, Jason Weston, Antoine Bordes
2017	J	`jnl`	Reading Wikipedia to Answer Open-Domain Questions. CoRR Danqi Chen, Adam Fisch, Jason Weston, Antoine Bordes
2017	J	`jnl`	StarSpace: Embed All The Things! CoRR Ledell Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes, Jason Weston
2017	—	`conf`	Tracking the World State with Recurrent Entity Networks. ICLR (Poster) Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, Yann LeCun
2016	—	`conf`	Dialog-based Language Learning. NIPS Jason Weston
2016	J	`jnl`	Dialog-based Language Learning. CoRR Jason Weston
2016	J	`jnl`	Dialogue Learning With Human-In-The-Loop. CoRR Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston
2016	A*	`conf`	Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems. ICLR (Poster) Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander H. Miller, Arthur Szlam, Jason Weston
2016	A*	`conf`	Key-Value Memory Networks for Directly Reading Documents. EMNLP Alexander H. Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston
2016	J	`jnl`	Key-Value Memory Networks for Directly Reading Documents. CoRR Alexander H. Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston
2016	J	`jnl`	Learning End-to-End Goal-Oriented Dialog. CoRR Antoine Bordes, Jason Weston
2016	J	`jnl`	Learning Through Dialogue Interactions. CoRR Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston
2016	—	`ed.`	Proceedings of the 1st Workshop on Representation Learning for NLP, Rep4NLP@ACL 2016, Berlin, Germany, August 11, 2016 Rep4NLP@ACL Phil Blunsom, Kyunghyun Cho, Shay B. Cohen, Edward Grefenstette, Karl Moritz Hermann, Laura Rimell, Jason Weston, Scott Wen-tau Yih
2016	A*	`conf`	The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations. ICLR Felix Hill, Antoine Bordes, Sumit Chopra, Jason Weston
2016	A*	`conf`	Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks. ICLR (Poster) Jason Weston, Antoine Bordes, Sumit Chopra, Tomás Mikolov
2016	J	`jnl`	Tracking the World State with Recurrent Entity Networks. CoRR Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, Yann LeCun
2015	A*	`conf`	A Neural Attention Model for Abstractive Sentence Summarization. EMNLP Alexander M. Rush, Sumit Chopra, Jason Weston
2015	J	`jnl`	A Neural Attention Model for Abstractive Sentence Summarization. CoRR Alexander M. Rush, Sumit Chopra, Jason Weston
2015	—	`conf`	End-To-End Memory Networks. NIPS Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston, Rob Fergus
2015	J	`jnl`	Large-scale Simple Question Answering with Memory Networks. CoRR Antoine Bordes, Nicolas Usunier, Sumit Chopra, Jason Weston
2015	—	`conf`	Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution. ACL (1) Sam Wiseman, Alexander M. Rush, Stuart M. Shieber, Jason Weston
2015	—	`conf`	Memory Networks. ICLR Jason Weston, Sumit Chopra, Antoine Bordes
2015	A*	`conf`	User Conditional Hashtag Prediction for Images. KDD Emily Denton, Jason Weston, Manohar Paluri, Lubomir D. Bourdev, Rob Fergus
2015	J	`jnl`	Weakly Supervised Memory Networks. CoRR Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston, Rob Fergus
2014	A*	`conf`	#TagSpace: Semantic Embeddings from Hashtags. EMNLP Jason Weston, Sumit Chopra, Keith Adams
2014	J	`jnl`	A semantic matching energy function for learning with multi-relational data - Application to word-sense disambiguation. Mach. Learn. Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio
2014	A*	`conf`	Affinity Weighted Embedding. ICML Jason Weston, Ron J. Weiss, Hector Yee
2014	A	`conf`	Deep Learning for Character-Based Information Extraction. ECIR Yanjun Qi, Sujatha G. Das, Ronan Collobert, Jason Weston
2014	J	`jnl`	Introduction to the special issue on learning semantics. Mach. Learn. Antoine Bordes, Léon Bottou, Ronan Collobert, Dan Roth, Jason Weston, Luke Zettlemoyer
2014	J	`jnl`	Learning semantic representations of objects and their parts. Mach. Learn. Grégoire Mesnil, Antoine Bordes, Jason Weston, Gal Chechik, Yoshua Bengio
2014	—	`conf`	Open Question Answering with Weakly Supervised Embedding Models. ECML/PKDD (1) Antoine Bordes, Jason Weston, Nicolas Usunier
2014	J	`jnl`	Open Question Answering with Weakly Supervised Embedding Models. CoRR Antoine Bordes, Jason Weston, Nicolas Usunier
2014	A*	`conf`	Question Answering with Subgraph Embeddings. EMNLP Antoine Bordes, Sumit Chopra, Jason Weston
2014	J	`jnl`	Question Answering with Subgraph Embeddings. CoRR Antoine Bordes, Sumit Chopra, Jason Weston
2014	—	`conf`	Semantic Frame Identification with Distributed Word Representations. ACL (1) Karl Moritz Hermann, Dipanjan Das, Jason Weston, Kuzman Ganchev
2014	J	`jnl`	Training highly multiclass classifiers. J. Mach. Learn. Res. Maya R. Gupta, Samy Bengio, Jason Weston
2013	—	`conf`	A Semantic Matching Energy Function for Learning with Multi-relational Data ICLR (Workshop Poster) Xavier Glorot, Antoine Bordes, Jason Weston, Yoshua Bengio
2013	—	`conf`	Affinity Weighted Embedding ICLR (Workshop) Jason Weston, Ron J. Weiss, Hector Yee
2013	A*	`conf`	Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction. EMNLP Jason Weston, Antoine Bordes, Oksana Yakhnenko, Nicolas Usunier
2013	J	`jnl`	Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction. CoRR Jason Weston, Antoine Bordes, Oksana Yakhnenko, Nicolas Usunier
2013	J	`jnl`	Irreflexive and Hierarchical Relations as Translations CoRR Antoine Bordes, Nicolas Usunier, Alberto García-Durán, Jason Weston, Oksana Yakhnenko
2013	—	`conf`	Label Partitioning For Sublinear Ranking. ICML (2) Jason Weston, Ameesh Makadia, Hector Yee
2013	A	`conf`	Learning to rank recommendations with the k-order statistic loss. RecSys Jason Weston, Hector Yee, Ron J. Weiss
2013	A	`conf`	Nonlinear latent factorization by embedding multiple user interests. RecSys Jason Weston, Ron J. Weiss, Hector Yee
2013	—	`conf`	Statistical Learning Theory in Practice. Empirical Inference Jason Weston
2013	—	`conf`	Translating Embeddings for Modeling Multi-relational Data. NIPS Antoine Bordes, Nicolas Usunier, Alberto García-Durán, Jason Weston, Oksana Yakhnenko
2012	—	`ch.`	Deep Learning via Semi-supervised Embedding. Neural Networks: Tricks of the Trade (2nd ed.) Jason Weston, Frédéric Ratle, Hossein Mobahi, Ronan Collobert
2012	—	`conf`	Joint Image and Word Sense Discrimination for Image Retrieval. ECCV (1) Aurélien Lucchi, Jason Weston
2012	A	`conf`	Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing. AISTATS Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio
2012	J	`jnl`	Latent Collaborative Retrieval CoRR Jason Weston, Chong Wang, Ron J. Weiss, Adam Berenzweig
2012	A*	`conf`	Latent Collaborative Retrieval. ICML Jason Weston, Chong Wang, Ron J. Weiss, Adam Berenzweig
2012	J	`jnl`	Latent Structured Ranking CoRR Jason Weston, John Blitzer
2012	A	`conf`	Latent Structured Ranking. UAI Jason Weston, John Blitzer
2012	Misc	`conf`	Learning improved linear transforms for speech recognition. ICASSP Andrew W. Senior, Youngmin Cho, Jason Weston
2011	J	`jnl`	Detecting Remote Evolutionary Relationships among Proteins by Large-Scale Semantic Embedding. PLoS Comput. Biol. Iain Melvin, Jason Weston, William Stafford Noble, Christina S. Leslie
2011	J	`jnl`	Large-Scale Music Annotation and Retrieval: Learning to Rank in Joint Semantic Spaces CoRR Jason Weston, Samy Bengio, Philippe Hamel
2011	A*	`conf`	Learning Structured Embeddings of Knowledge Bases. AAAI Antoine Bordes, Jason Weston, Ronan Collobert, Yoshua Bengio
2011	J	`jnl`	Natural Language Processing (Almost) from Scratch. J. Mach. Learn. Res. Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, Pavel P. Kuksa
2011	J	`jnl`	Natural Language Processing (almost) from Scratch CoRR Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, Pavel P. Kuksa
2011	J	`jnl`	Towards Open-Text Semantic Parsing via Multi-Task Learning of Structured Embeddings CoRR Antoine Bordes, Xavier Glorot, Jason Weston, Yoshua Bengio
2011	A*	`conf`	WSABIE: Scaling Up to Large Vocabulary Image Annotation. IJCAI Jason Weston, Samy Bengio, Nicolas Usunier
2010	A	`conf`	Half Transductive Ranking. AISTATS Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Corinna Cortes, Mehryar Mohri
2010	—	`conf`	Label Embedding Trees for Large Multi-Class Tasks. NIPS Samy Bengio, Jason Weston, David Grangier
2010	A*	`conf`	Label Ranking under Ambiguous Supervision for Learning Semantic Correspondences. ICML Antoine Bordes, Nicolas Usunier, Jason Weston
2010	J	`jnl`	Large scale image annotation: learning to rank with joint word-image embeddings. Mach. Learn. Jason Weston, Samy Bengio, Nicolas Usunier
2010	J	`jnl`	Learning to rank with (a lot of) word features. Inf. Retr. Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Kunihiko Sadamasa, Yanjun Qi, Olivier Chapelle, Kilian Q. Weinberger
2010	—	`conf`	Semi-supervised Abstraction-Augmented String Kernel for Multi-level Bio-Relation Extraction. ECML/PKDD (2) Pavel P. Kuksa, Yanjun Qi, Bing Bai, Ronan Collobert, Jason Weston, Vladimir Pavlovic, Xia Ning
2010	J	`jnl`	Semi-supervised multi-task learning for predicting interactions between HIV-1 and human proteins. Bioinform. Yanjun Qi, Öznur Tastan, Jaime G. Carbonell, Judith Klein-Seetharaman, Jason Weston
2010	J	`jnl`	Semisupervised Neural Networks for Efficient Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Frédéric Ratle, Gustavo Camps-Valls, Jason Weston
2010	A	`conf`	Towards Understanding Situated Natural Language. AISTATS Antoine Bordes, Nicolas Usunier, Ronan Collobert, Jason Weston
2009	A	`conf`	Combining labeled and unlabeled data with word-class distribution learning. CIKM Yanjun Qi, Ronan Collobert, Pavel P. Kuksa, Koray Kavukcuoglu, Jason Weston
2009	A*	`conf`	Curriculum learning. ICML Yoshua Bengio, Jérôme Louradour, Ronan Collobert, Jason Weston
2009	A*	`conf`	Deep learning from temporal coherence in video. ICML Hossein Mobahi, Ronan Collobert, Jason Weston
2009	—	`conf`	Polynomial Semantic Indexing. NIPS Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Kunihiko Sadamasa, Yanjun Qi, Corinna Cortes, Mehryar Mohri
2009	J	`jnl`	RANKPROP: a web server for protein remote homology detection. Bioinform. Iain Melvin, Jason Weston, Christina S. Leslie, William Stafford Noble
2009	A*	`conf`	Semi-Supervised Sequence Labeling with Self-Learned Features. ICDM Yanjun Qi, Pavel P. Kuksa, Ronan Collobert, Kunihiko Sadamasa, Koray Kavukcuoglu, Jason Weston
2009	A	`conf`	Supervised Semantic Indexing. ECIR Bing Bai, Jason Weston, Ronan Collobert, David Grangier
2009	A	`conf`	Supervised semantic indexing. CIKM Bing Bai, Jason Weston, David Grangier, Ronan Collobert, Kunihiko Sadamasa, Yanjun Qi, Olivier Chapelle, Kilian Q. Weinberger
2008	A*	`conf`	A unified architecture for natural language processing: deep neural networks with multitask learning. ICML Ronan Collobert, Jason Weston
2008	J	`jnl`	Combining classifiers for improved classification of proteins from sequence or structure. BMC Bioinform. Iain Melvin, Jason Weston, Christina S. Leslie, William Stafford Noble
2008	A*	`conf`	Deep learning via semi-supervised embedding. ICML Jason Weston, Frédéric Ratle, Ronan Collobert
2008	A*	`conf`	Large scale manifold transduction. ICML Michael Karlen, Jason Weston, Ayse Erkan, Ronan Collobert
2008	—	`conf`	Large-Scale Clustering through Functional Embedding. ECML/PKDD (2) Frédéric Ratle, Jason Weston, Matthew L. Miller
2007	A*	`conf`	Fast Semantic Extraction Using a Novel Neural Network Architecture. ACL Ronan Collobert, Jason Weston
2007	—	`conf`	Large-Scale Semi-Supervised Learning. NATO ASI Mining Massive Data Sets for Security Jason Weston
2007	J	`jnl`	Multi-class Protein Classification Using Adaptive Codes. J. Mach. Learn. Res. Iain Melvin, Eugene Ie, Jason Weston, William Stafford Noble, Christina S. Leslie
2007	J	`jnl`	SVM-Fold: a tool for discriminative multi-class protein fold and superfamily recognition. BMC Bioinform. Iain Melvin, Eugene Ie, Rui Kuang, Jason Weston, William Stafford Noble, Christina S. Leslie
2007	A*	`conf`	Solving multiclass support vector machines with LaRank. ICML Antoine Bordes, Léon Bottou, Patrick Gallinari, Jason Weston
2007	J	`jnl`	The Need for Open Source Software in Machine Learning. J. Mach. Learn. Res. Sören Sonnenburg, Mikio L. Braun, Cheng Soon Ong, Samy Bengio, Léon Bottou, Geoffrey Holmes, Yann LeCun, Klaus-Robert Müller, Fernando Pereira, Carl Edward Rasmussen, Gunnar Rätsch, Bernhard Schölkopf, Alexander J. Smola, Pascal Vincent, Jason Weston, Robert C. Williamson
2006	—	`ch.`	Embedded Methods. Feature Extraction Thomas Navin Lal, Olivier Chapelle, Jason Weston, André Elisseeff
2006	A*	`conf`	Inference with the Universum. ICML Jason Weston, Ronan Collobert, Fabian H. Sinz, Léon Bottou, Vladimir Vapnik
2006	J	`jnl`	Large Scale Transductive SVMs. J. Mach. Learn. Res. Ronan Collobert, Fabian H. Sinz, Jason Weston, Léon Bottou
2006	J	`jnl`	Protein Ranking by Semi-Supervised Network Propagation. BMC Bioinform. Jason Weston, Rui Kuang, Christina S. Leslie, William Stafford Noble
2006	—	`ch.`	Semi-Supervised Protein Classification Using Cluster Kernels. Semi-Supervised Learning Jason Weston, Christina S. Leslie, Eugene Ie, William Stafford Noble
2006	A*	`conf`	Trading convexity for scalability. ICML Ronan Collobert, Fabian H. Sinz, Jason Weston, Léon Bottou
2005	A*	`conf`	A general regression technique for learning transductions. ICML Corinna Cortes, Mehryar Mohri, Jason Weston
2005	J	`jnl`	Fast Kernel Classifiers with Online and Active Learning. J. Mach. Learn. Res. Antoine Bordes, Seyda Ertekin, Jason Weston, Léon Bottou
2005	Misc	`conf`	Joint Kernel Maps. IWANN Jason Weston, Bernhard Schölkopf, Olivier Bousquet
2005	J	`jnl`	Motif-based protein ranking by network propagation. Bioinform. Rui Kuang, Jason Weston, William Stafford Noble, Christina S. Leslie
2005	A*	`conf`	Multi-class protein fold recognition using adaptive codes. ICML Eugene Ie, Jason Weston, William Stafford Noble, Christina S. Leslie
2005	A	`conf`	Online (and Offline) on an Even Tighter Budget. AISTATS Jason Weston, Antoine Bordes, Léon Bottou
2005	J	`jnl`	Semi-supervised protein classification using cluster kernels. Bioinform. Jason Weston, Christina S. Leslie, Eugene Ie, Dengyong Zhou, André Elisseeff, William Stafford Noble
2004	—	`conf`	Breaking SVM Complexity with Cross-Training. NIPS Gökhan H. Bakir, Léon Bottou, Jason Weston
2004	J	`jnl`	Mismatch string kernels for discriminative protein classification. Bioinform. Christina S. Leslie, Eleazar Eskin, Adiel Cohen, Jason Weston, William Stafford Noble
2004	J	`jnl`	Support vector channel selection in BCI. IEEE Trans. Biomed. Eng. Thomas Navin Lal, Michael Schröder, Thilo Hinterberger, Jason Weston, Martin Bogdan, Niels Birbaumer, Bernhard Schölkopf
2003	J	`jnl`	Constructing Descriptive and Discriminative Nonlinear Features: Rayleigh Coefficients in Kernel Feature Spaces. IEEE Trans. Pattern Anal. Mach. Intell. Sebastian Mika, Gunnar Rätsch, Jason Weston, Bernhard Schölkopf, Alexander J. Smola, Klaus-Robert Müller
2003	J	`jnl`	Feature selection and transduction for prediction of molecular bioactivity for drug design. Bioinform. Jason Weston, Fernando Pérez-Cruz, Olivier Bousquet, Olivier Chapelle, André Elisseeff, Bernhard Schölkopf
2003	—	`conf`	Learning to Find Pre-Images. NIPS Gökhan H. Bakir, Jason Weston, Bernhard Schölkopf
2003	—	`conf`	Learning with Local and Global Consistency. NIPS Dengyong Zhou, Olivier Bousquet, Thomas Navin Lal, Jason Weston, Bernhard Schölkopf
2003	—	`conf`	Prediction on Spike Data Using Kernel Algorithms. NIPS Jan Eichhorn, Andreas S. Tolias, Alexander Zien, Malte Kuss, Carl Edward Rasmussen, Jason Weston, Nikos K. Logothetis, Bernhard Schölkopf
2003	—	`conf`	Ranking on Data Manifolds. NIPS Dengyong Zhou, Jason Weston, Arthur Gretton, Olivier Bousquet, Bernhard Schölkopf
2003	—	`conf`	Semi-supervised Protein Classification Using Cluster Kernels. NIPS Jason Weston, Christina S. Leslie, Dengyong Zhou, André Elisseeff, William Stafford Noble
2003	J	`jnl`	Use of the Zero-Norm with Linear Models and Kernel Methods. J. Mach. Learn. Res. Jason Weston, André Elisseeff, Bernhard Schölkopf, Michael E. Tipping
2002	—	`conf`	A Kernel Approach for Learning from Almost Orthogonal Patterns. PKDD Bernhard Schölkopf, Jason Weston, Eleazar Eskin, Christina S. Leslie, William Stafford Noble
2002	—	`conf`	A Kernel Approach for Learning from almost Orthogonal Patterns. ECML Bernhard Schölkopf, Jason Weston, Eleazar Eskin, Christina S. Leslie, William Stafford Noble
2002	—	`conf`	Cluster Kernels for Semi-Supervised Learning. NIPS Olivier Chapelle, Jason Weston, Bernhard Schölkopf
2002	J	`jnl`	Gene Selection for Cancer Classification using Support Vector Machines. Mach. Learn. Isabelle Guyon, Jason Weston, Stephen Barnhill, Vladimir Vapnik
2002	—	`conf`	Kernel Dependency Estimation. NIPS Jason Weston, Olivier Chapelle, André Elisseeff, Bernhard Schölkopf, Vladimir Vapnik
2002	J	`jnl`	Learning Gene Functional Classifications from Multiple Data Types. J. Comput. Biol. Paul Pavlidis, Jason Weston, Jinsong Cai, William Stafford Noble
2002	—	`conf`	Mismatch String Kernels for SVM Protein Classification. NIPS Christina S. Leslie, Eleazar Eskin, Jason Weston, William Stafford Noble
2001	—	`conf`	A kernel method for multi-labelled classification. NIPS André Elisseeff, Jason Weston
2001	B	`conf`	Gene functional classification from heterogeneous data. RECOMB Paul Pavlidis, Jason Weston, Jinsong Cai, William Noble Grundy
2000	—	`conf`	Feature Selection for SVMs. NIPS Jason Weston, Sayan Mukherjee, Olivier Chapelle, Massimiliano Pontil, Tomaso A. Poggio, Vladimir Vapnik
2000	—	`conf`	Vicinal Risk Minimization. NIPS Olivier Chapelle, Jason Weston, Léon Bottou, Vladimir Vapnik
1999	—	`conf`	Invariant Feature Extraction and Classification in Kernel Spaces. NIPS Sebastian Mika, Gunnar Rätsch, Jason Weston, Bernhard Schölkopf, Alexander J. Smola, Klaus-Robert Müller
1999	A*	`conf`	Leave-One-Out Support Vector Machines. IJCAI Jason Weston
1999	B	`conf`	Support vector machines for multi-class pattern recognition. ESANN Jason Weston, Chris Watkins
1999	—	`conf`	Transductive Inference for Estimating Values of Functions. NIPS Olivier Chapelle, Vladimir Vapnik, Jason Weston