Jason Weston

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 166

Top Venues

CoRR

ACL (1)

ICLR (Poster)

ICLR

Publications

Weiyan Shi, Emily Dinan, Kurt Shuster, Jason Weston, Jing Xu
When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels. NAACL-HLT (2024)
Richard Yuanzhe Pang, Stephen Roller, Kyunghyun Cho, He He, Jason Weston
Leveraging Implicit Feedback from Deployment Data in Dialogue. EACL (2) (2024)
Sainbayar Sukhbaatar, Olga Golovneva, Vasu Sharma, Hu Xu, Xi Victoria Lin, Baptiste Rozière, Jacob Kahn, Daniel Li, Wen-tau Yih, Jason Weston, Xian Li
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM. CoRR (2024)
Kumar Shridhar, Koustuv Sinha, Andrew Cohen, Tianlu Wang, Ping Yu, Ramakanth Pasunuru, Mrinmaya Sachan, Jason Weston, Asli Celikyilmaz
The ART of LLM Refinement: Ask, Refine, and Trust. NAACL-HLT (2024)
Richard Yuanzhe Pang, Weizhe Yuan, Kyunghyun Cho, He He, Sainbayar Sukhbaatar, Jason Weston
Iterative Reasoning Preference Optimization. CoRR (2024)
Weizhe Yuan, Kyunghyun Cho, Jason Weston
System-Level Natural Language Feedback. EACL (1) (2024)
Dheeraj Mekala, Jason Weston, Jack Lanchantin, Roberta Raileanu, Maria Lomeli, Jingbo Shang, Jane Dwivedi-Yu
TOOLVERIFIER: Generalization to New Tools via Self-Verification. CoRR (2024)
Olga Golovneva, Zeyuan Allen-Zhu, Jason Weston, Sainbayar Sukhbaatar
Reverse Training to Nurse the Reversal Curse. CoRR (2024)
Tianhao Wu, Weizhe Yuan, Olga Golovneva, Jing Xu, Yuandong Tian, Jiantao Jiao, Jason Weston, Sainbayar Sukhbaatar
Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge. CoRR (2024)
Olga Golovneva, Tianlu Wang, Jason Weston, Sainbayar Sukhbaatar
Contextual Position Encoding: Learning to Count What's Important. CoRR (2024)
Weizhe Yuan, Ilia Kulikov, Ping Yu, Kyunghyun Cho, Sainbayar Sukhbaatar, Jason Weston, Jing Xu
Following Length Constraints in Instructions. CoRR (2024)
Ping Yu, Jing Xu, Jason Weston, Ilia Kulikov
Distilling System 2 into System 1. CoRR (2024)
Xian Li, Ping Yu, Chunting Zhou, Timo Schick, Omer Levy, Luke Zettlemoyer, Jason Weston, Mike Lewis
Self-Alignment with Instruction Backtranslation. ICLR (2024)
Shehzaad Dhuliawala, Mojtaba Komeili, Jing Xu, Roberta Raileanu, Xian Li, Asli Celikyilmaz, Jason Weston
Chain-of-Verification Reduces Hallucination in Large Language Models. ACL (Findings) (2024)
Weizhe Yuan, Richard Yuanzhe Pang, Kyunghyun Cho, Sainbayar Sukhbaatar, Jing Xu, Jason Weston
Self-Rewarding Language Models. CoRR (2024)
Swarnadeep Saha, Omer Levy, Asli Celikyilmaz, Mohit Bansal, Jason Weston, Xian Li
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation. NAACL-HLT (2024)
Xian Li, Ping Yu, Chunting Zhou, Timo Schick, Luke Zettlemoyer, Omer Levy, Jason Weston, Mike Lewis
Self-Alignment with Instruction Backtranslation. CoRR (2023)
Weizhe Yuan, Kyunghyun Cho, Jason Weston
System-Level Natural Language Feedback. CoRR (2023)
Jing Xu, Andrew Lee, Sainbayar Sukhbaatar, Jason Weston
Some things are more CRINGE than others: Preference Optimization with the Pairwise Cringe Loss. CoRR (2023)
Howard Chen, Ramakanth Pasunuru, Jason Weston, Asli Celikyilmaz
Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading. CoRR (2023)
Alexander Gurung, Mojtaba Komeili, Arthur Szlam, Jason Weston, Jack Urbanek
Infusing Commonsense World Models with Graph Knowledge. CoRR (2023)
Jason Weston, Sainbayar Sukhbaatar
System 2 Attention (is something you might need too). CoRR (2023)
Richard Yuanzhe Pang, Stephen Roller, Kyunghyun Cho, He He, Jason Weston
Leveraging Implicit Feedback from Deployment Data in Dialogue. CoRR (2023)
Jimmy Wei, Kurt Shuster, Arthur Szlam, Jason Weston, Jack Urbanek, Mojtaba Komeili
Multi-Party Chat: Conversational Agents in Group Settings with Humans and Models. CoRR (2023)
Imanol Schlag, Sainbayar Sukhbaatar, Asli Celikyilmaz, Wen-tau Yih, Jason Weston, Jürgen Schmidhuber, Xian Li
Large Language Model Programs. CoRR (2023)
Jack Lanchantin, Shubham Toshniwal, Jason Weston, Arthur Szlam, Sainbayar Sukhbaatar
Learning to Reason and Memorize with Self-Notes. NeurIPS (2023)
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
Improving Open Language Models by Learning from Organic Interactions. CoRR (2023)
Kushal Arora, Timothy J. O'Donnell, Doina Precup, Jason Weston, Jackie Chi Kit Cheung
The Stable Entropy Hypothesis and Entropy-Aware Decoding: An Analysis and Algorithm for Robust Natural Language Generation. CoRR (2023)
Kumar Shridhar, Koustuv Sinha, Andrew Cohen, Tianlu Wang, Ping Yu, Ram Pasunuru, Mrinmaya Sachan, Jason Weston, Asli Celikyilmaz
The ART of LLM Refinement: Ask, Refine, and Trust. CoRR (2023)
Morteza Behrooz, William Ngan, Joshua Lane, Giuliano Morse, Benjamin Babcock, Kurt Shuster, Mojtaba Komeili, Moya Chen, Melanie Kambadur, Y-Lan Boureau, Jason Weston
The HCI Aspects of Public Deployment of Research Chatbots: A User Study, Design Recommendations, and Open Challenges. CoRR (2023)
Shehzaad Dhuliawala, Mojtaba Komeili, Jing Xu, Roberta Raileanu, Xian Li, Asli Celikyilmaz, Jason Weston
Chain-of-Verification Reduces Hallucination in Large Language Models. CoRR (2023)
Swarnadeep Saha, Omer Levy, Asli Celikyilmaz, Mohit Bansal, Jason Weston, Xian Li
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation. CoRR (2023)
Jack Lanchantin, Shubham Toshniwal, Jason Weston, Arthur Szlam, Sainbayar Sukhbaatar
Learning to Reason and Memorize with Self-Notes. CoRR (2023)
Jing Xu, Megan Ung, Mojtaba Komeili, Kushal Arora, Y-Lan Boureau, Jason Weston
Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback. ACL (1) (2023)
Leonard Adolphs, Tianyu Gao, Jing Xu, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston
The CRINGE Loss: Learning what language not to model. ACL (1) (2023)
Weiyan Shi, Emily Dinan, Kurt Shuster, Jason Weston, Jing Xu
When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels. CoRR (2022)
Mojtaba Komeili, Kurt Shuster, Jason Weston
Internet-Augmented Dialogue Generation. ACL (1) (2022)
Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity. NAACL-HLT (Findings) (2022)
Kushal Arora, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston
DIRECTOR: Generator-Classifiers For Supervised Language Modeling. CoRR (2022)
Jing Xu, Arthur Szlam, Jason Weston
Beyond Goldfish Memory: Long-Term Open-Domain Conversation. ACL (1) (2022)
Leonard Adolphs, Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue. EMNLP (Findings) (2022)
Da Ju, Stephen Roller, Sainbayar Sukhbaatar, Jason Weston
Staircase Attention for Recurrent Processing of Sequences. NeurIPS (2022)
Eric Michael Smith, Orion Hsu, Rebecca Qian, Stephen Roller, Y-Lan Boureau, Jason Weston
Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents. CoRR (2022)
Da Ju, Jing Xu, Y-Lan Boureau, Jason Weston
Learning from data in the mixed adversarial non-adversarial case: Finding the helpers and ignoring the trolls. CoRR (2022)
Leonard Adolphs, Tianyu Gao, Jing Xu, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston
The CRINGE Loss: Learning what language not to model. CoRR (2022)
Eric Michael Smith, Orion Hsu, Rebecca Qian, Stephen Roller, Y-Lan Boureau, Jason Weston
Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents. ConvAI@ACL (2022)
Jing Xu, Megan Ung, Mojtaba Komeili, Kushal Arora, Y-Lan Boureau, Jason Weston
Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback. CoRR (2022)
Kurt Shuster, Mojtaba Komeili, Leonard Adolphs, Stephen Roller, Arthur Szlam, Jason Weston
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion. CoRR (2022)
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
BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage. CoRR (2022)
Kushal Arora, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston
Director: Generator-Classifiers For Supervised Language Modeling. AACL/IJCNLP (1) (2022)
Kurt Shuster, Mojtaba Komeili, Leonard Adolphs, Stephen Roller, Arthur Szlam, Jason Weston
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion. EMNLP (Findings) (2022)
Stephen Roller, Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston
Hash Layers For Large Sparse Models. CoRR (2021)
Sainbayar Sukhbaatar, Da Ju, Spencer Poff, Stephen Roller, Arthur Szlam, Jason Weston, Angela Fan
Not All Memories are Created Equal: Learning to Forget by Expiring. ICML (2021)
Mojtaba Komeili, Kurt Shuster, Jason Weston
Internet-Augmented Dialogue Generation. CoRR (2021)
Leonard Adolphs, Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue. CoRR (2021)
Kurt Shuster, Jack Urbanek, Emily Dinan, Arthur Szlam, Jason Weston
Dialogue in the Wild: Learning from a Deployed Role-Playing Game with Humans and Bots. ACL/IJCNLP (Findings) (2021)
Sainbayar Sukhbaatar, Da Ju, Spencer Poff, Stephen Roller, Arthur Szlam, Jason Weston, Angela Fan
Not All Memories are Created Equal: Learning to Forget by Expiring. CoRR (2021)
Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Eric Michael Smith, Y-Lan Boureau, Jason Weston
Recipes for Building an Open-Domain Chatbot. EACL (2021)
Stephen Roller, Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston
Hash Layers For Large Sparse Models. NeurIPS (2021)
Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktäschel, Jason Weston
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds. NAACL-HLT (2021)
Kurt Shuster, Eric Michael Smith, Da Ju, Jason Weston
Multi-Modal Open-Domain Dialogue. EMNLP (1) (2021)
Kurt Shuster, Jack Urbanek, Arthur Szlam, Jason Weston
Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity. CoRR (2021)
Da Ju, Stephen Roller, Sainbayar Sukhbaatar, Jason Weston
Staircase Attention for Recurrent Processing of Sequences. CoRR (2021)
Kurt Shuster, Spencer Poff, Moya Chen, Douwe Kiela, Jason Weston
Retrieval Augmentation Reduces Hallucination in Conversation. CoRR (2021)
Kurt Shuster, Spencer Poff, Moya Chen, Douwe Kiela, Jason Weston
Retrieval Augmentation Reduces Hallucination in Conversation. EMNLP (Findings) (2021)
Yixin Nie, Mary Williamson, Mohit Bansal, Douwe Kiela, Jason Weston
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling. ACL/IJCNLP (1) (2021)
Jing Xu, Arthur Szlam, Jason Weston
Beyond Goldfish Memory: Long-Term Open-Domain Conversation. CoRR (2021)
Jing Xu, Da Ju, Margaret Li, Y-Lan Boureau, Jason Weston, Emily Dinan
Bot-Adversarial Dialogue for Safe Conversational Agents. NAACL-HLT (2021)
Sam Shleifer, Jason Weston, Myle Ott
NormFormer: Improved Transformer Pretraining with Extra Normalization. CoRR (2021)
Jing Xu, Da Ju, Margaret Li, Y-Lan Boureau, Jason Weston, Emily Dinan
Recipes for Safety in Open-domain Chatbots. CoRR (2020)
Eric Michael Smith, Mary Williamson, Kurt Shuster, Jason Weston, Y-Lan Boureau
Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills. ACL (2020)
Sean Welleck, Ilia Kulikov, Stephen Roller, Emily Dinan, Kyunghyun Cho, Jason Weston
Neural Text Generation With Unlikelihood Training. ICLR (2020)
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
Recipes for building an open-domain chatbot. CoRR (2020)
Eric Michael Smith, Mary Williamson, Kurt Shuster, Jason Weston, Y-Lan Boureau
Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills. CoRR (2020)
Margaret Li, Stephen Roller, Ilia Kulikov, Sean Welleck, Y-Lan Boureau, Kyunghyun Cho, Jason Weston
Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training. ACL (2020)
Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktäschel, Arthur Szlam, Jason Weston
Generating Interactive Worlds with Text. AAAI (2020)
Samuel Humeau, Kurt Shuster, Marie-Anne Lachaux, Jason Weston
Poly-encoders: Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring. ICLR (2020)
Kurt Shuster, Jack Urbanek, Emily Dinan, Arthur Szlam, Jason Weston
Deploying Lifelong Open-Domain Dialogue Learning. CoRR (2020)
Emily Dinan, Angela Fan, Adina Williams, Jack Urbanek, Douwe Kiela, Jason Weston
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation. EMNLP (1) (2020)
Yixin Nie, Mary Williamson, Mohit Bansal, Douwe Kiela, Jason Weston
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling. CoRR (2020)
Emily Dinan, Angela Fan, Ledell Wu, Jason Weston, Douwe Kiela, Adina Williams
Multi-Dimensional Gender Bias Classification. EMNLP (1) (2020)
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
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions. CoRR (2020)
Kurt Shuster, Samuel Humeau, Antoine Bordes, Jason Weston
Image-Chat: Engaging Grounded Conversations. ACL (2020)
Kurt Shuster, Eric Michael Smith, Da Ju, Jason Weston
Multi-Modal Open-Domain Dialogue. CoRR (2020)
Kurt Shuster, Da Ju, Stephen Roller, Emily Dinan, Y-Lan Boureau, Jason Weston
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents. ACL (2020)
Yixin Nie, Adina Williams, Emily Dinan, Mohit Bansal, Jason Weston, Douwe Kiela
Adversarial NLI: A New Benchmark for Natural Language Understanding. ACL (2020)
Shrimai Prabhumoye, Margaret Li, Jack Urbanek, Emily Dinan, Douwe Kiela, Jason Weston, Arthur Szlam
I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-oriented dialogue agents. CoRR (2020)
Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li, Arthur Szlam, Tim Rocktäschel, Jason Weston
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds. CoRR (2020)
Emily Dinan, Angela Fan, Ledell Wu, Jason Weston, Douwe Kiela, Adina Williams
Multi-Dimensional Gender Bias Classification. CoRR (2020)
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
Why Build an Assistant in Minecraft? CoRR (2019)
Dongyeop Kang, Anusha Balakrishnan, Pararth Shah, Paul A. Crook, Y-Lan Boureau, Jason Weston
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue. EMNLP/IJCNLP (1) (2019)
Ethan Perez, Siddharth Karamcheti, Rob Fergus, Jason Weston, Douwe Kiela, Kyunghyun Cho
Finding Generalizable Evidence by Learning to Convince Q&A Models. EMNLP/IJCNLP (1) (2019)
Margaret Li, Stephen Roller, Ilia Kulikov, Sean Welleck, Y-Lan Boureau, Kyunghyun Cho, Jason Weston
Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training. CoRR (2019)
Xinyi Wang, Jason Weston, Michael Auli, Yacine Jernite
Improving Conditioning in Context-Aware Sequence to Sequence Models. CoRR (2019)
Da Ju, Kurt Shuster, Y-Lan Boureau, Jason Weston
All-in-One Image-Grounded Conversational Agents. CoRR (2019)
Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktäschel, Arthur Szlam, Jason Weston
Generating Interactive Worlds with Text. CoRR (2019)
Samuel Humeau, Kurt Shuster, Marie-Anne Lachaux, Jason Weston
Real-time Inference in Multi-sentence Tasks with Deep Pretrained Transformers. CoRR (2019)
Yixin Nie, Adina Williams, Emily Dinan, Mohit Bansal, Jason Weston, Douwe Kiela
Adversarial NLI: A New Benchmark for Natural Language Understanding. CoRR (2019)
Emily Dinan, Samuel Humeau, Bharath Chintagunta, Jason Weston
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack. EMNLP/IJCNLP (1) (2019)
Sean Welleck, Ilia Kulikov, Stephen Roller, Emily Dinan, Kyunghyun Cho, Jason Weston
Neural Text Generation with Unlikelihood Training. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jason Weston