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Publication search results
found 62 matches
- 2024
- Richard Yuanzhe Pang, Stephen Roller, Kyunghyun Cho, He He, Jason Weston:
Leveraging Implicit Feedback from Deployment Data in Dialogue. EACL (2) 2024: 60-75 - 2023
- Davy Weissenbacher, Karen O'Connor, Siddharth Rawal, Yu Zhang, Richard Tzong-Han Tsai, Timothy A. Miller, Dongfang Xu, Carol Anderson, Bo Liu, Qing Han, Jinfeng Zhang, Igor Kulev, Berkay Köprü, Raul Rodriguez-Esteban, Elif Ozkirimli, Ammer Ayach, Roland Roller, Stephen R. Piccolo, Peijin Han, V. G. Vinod Vydiswaran, Ramya Tekumalla, Juan M. Banda, Parsa Bagherzadeh, Sabine Bergler, João Figueira Silva, Tiago Almeida, Paloma Martínez, Renzo M. Rivera Zavala, Chen-Kai Wang, Hong-Jie Dai, Luis Alberto Robles Hernandez, Graciela Gonzalez-Hernandez:
Automatic Extraction of Medication Mentions from Tweets - Overview of the BioCreative VII Shared Task 3 Competition. Database J. Biol. Databases Curation 2023 (2023) - Armen Aghajanyan, Lili Yu, Alexis Conneau, Wei-Ning Hsu, Karen Hambardzumyan, Susan Zhang, Stephen Roller, Naman Goyal, Omer Levy, Luke Zettlemoyer:
Scaling Laws for Generative Mixed-Modal Language Models. ICML 2023: 265-279 - Jianguo Zhang, Stephen Roller, Kun Qian, Zhiwei Liu, Rui Meng, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong:
Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System. SIGDIAL 2023: 509-518 - Armen Aghajanyan, Lili Yu, Alexis Conneau, Wei-Ning Hsu, Karen Hambardzumyan, Susan Zhang, Stephen Roller, Naman Goyal, Omer Levy, Luke Zettlemoyer:
Scaling Laws for Generative Mixed-Modal Language Models. CoRR abs/2301.03728 (2023) - Igor Molybog, Peter Albert, Moya Chen, Zachary DeVito, David Esiobu, Naman Goyal, Punit Singh Koura, Sharan Narang, Andrew Poulton, Ruan Silva, Binh Tang, Diana Liskovich, Puxin Xu, Yuchen Zhang, Melanie Kambadur, Stephen Roller, Susan Zhang:
A Theory on Adam Instability in Large-Scale Machine Learning. CoRR abs/2304.09871 (2023) - Richard Yuanzhe Pang, Stephen Roller, Kyunghyun Cho, He He, Jason Weston:
Leveraging Implicit Feedback from Deployment Data in Dialogue. CoRR abs/2307.14117 (2023) - Jianguo Zhang, Stephen Roller, Kun Qian, Zhiwei Liu, Rui Meng, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong:
Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System. CoRR abs/2308.08169 (2023) - 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: 77-97 - 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: 373-393 - 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 abs/2201.04723 (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 abs/2203.13224 (2022) - Susan Zhang, Stephen Roller, Naman Goyal, Mikel Artetxe, Moya Chen, Shuohui Chen, Christopher Dewan, Mona T. Diab, Xian Li, Xi Victoria Lin, Todor Mihaylov, Myle Ott, Sam Shleifer, Kurt Shuster, Daniel Simig, Punit Singh Koura, Anjali Sridhar, Tianlu Wang, Luke Zettlemoyer:
OPT: Open Pre-trained Transformer Language Models. CoRR abs/2205.01068 (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 abs/2208.03188 (2022) - 2021
- Randika K. W. Vithanage, Ehsan Mohseni, Zhen Qiu, Charles N. MacLeod, Yashar Javadi, Nina Sweeney, Stephen Gareth Pierce, Anthony Gachagan:
A Phased Array Ultrasound Roller Probe for Automated in-Process/Interpass Inspection of Multipass Welds. IEEE Trans. Ind. Electron. 68(12): 12781-12790 (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: 300-325 - 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: 9902-9912 - Kai Sun, Seungwhan Moon, Paul A. Crook, Stephen Roller, Becka Silvert, Bing Liu, Zhiguang Wang, Honglei Liu, Eunjoon Cho, Claire Cardie:
Adding Chit-Chat to Enhance Task-Oriented Dialogues. NAACL-HLT 2021: 1570-1583 - Stephen Roller, Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston:
Hash Layers For Large Sparse Models. NeurIPS 2021: 17555-17566 - 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 abs/2105.06548 (2021) - Da Ju, Stephen Roller, Sainbayar Sukhbaatar, Jason Weston:
Staircase Attention for Recurrent Processing of Sequences. CoRR abs/2106.04279 (2021) - Stephen Roller, Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston:
Hash Layers For Large Sparse Models. CoRR abs/2106.04426 (2021) - Mahsa Doosthosseini, Kevin R. Aroom, Majid Aroom, Melissa Culligan, Warren Naselsky, Chandrasekhar Thamire, Henry W. Haslach Jr., Stephen A. Roller, James Richard Hughen, Joseph S. Friedberg, Jin-Oh Hahn, Hosam K. Fathy:
Monitoring and Control System Development and Experimental Validation for a Novel Extrapulmonary Respiratory Support Setup. CoRR abs/2107.02902 (2021) - Moya Chen, Paul A. Crook, Stephen Roller:
Teaching Models new APIs: Domain-Agnostic Simulators for Task Oriented Dialogue. CoRR abs/2110.06905 (2021) - 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: 4715-4728 - 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: 2453-2470 - 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 abs/2004.13637 (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 abs/2006.12442 (2020)
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