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2020 – today
- 2024
[c30]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
- [c29]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 - [c28]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 - [i27]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) - [i26]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) - [i25]Richard Yuanzhe Pang, Stephen Roller, Kyunghyun Cho, He He, Jason Weston:
Leveraging Implicit Feedback from Deployment Data in Dialogue. CoRR abs/2307.14117 (2023) - [i24]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
- [c27]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 - [c26]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 - [c25]Da Ju, Stephen Roller, Sainbayar Sukhbaatar, Jason Weston:
Staircase Attention for Recurrent Processing of Sequences. NeurIPS 2022 - [i23]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) - [i22]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) - [i21]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) - [i20]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
- [c24]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 - [c23]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 - [c22]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 - [c21]Stephen Roller, Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston:
Hash Layers For Large Sparse Models. NeurIPS 2021: 17555-17566 - [i19]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) - [i18]Da Ju, Stephen Roller, Sainbayar Sukhbaatar, Jason Weston:
Staircase Attention for Recurrent Processing of Sequences. CoRR abs/2106.04279 (2021) - [i17]Stephen Roller, Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston:
Hash Layers For Large Sparse Models. CoRR abs/2106.04426 (2021) - [i16]Moya Chen, Paul A. Crook, Stephen Roller:
Teaching Models new APIs: Domain-Agnostic Simulators for Task Oriented Dialogue. CoRR abs/2110.06905 (2021) - 2020
- [c20]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 - [c19]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 - [c18]Sean Welleck, Ilia Kulikov, Stephen Roller, Emily Dinan, Kyunghyun Cho, Jason Weston:
Neural Text Generation With Unlikelihood Training. ICLR 2020 - [i15]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) - [i14]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) - [i13]Kai Sun, Seungwhan Moon, Paul A. Crook, Stephen Roller, Becka Silvert, Bing Liu, Zhiguang Wang, Honglei Liu, Eunjoon Cho, Claire Cardie:
Adding Chit-Chats to Enhance Task-Oriented Dialogues. CoRR abs/2010.12757 (2020)
2010 – 2019
- 2019
- [c17]Matt Le, Stephen Roller, Laetitia Papaxanthos, Douwe Kiela, Maximilian Nickel:
Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings. ACL (1) 2019: 3231-3241 - [c16]Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, Jason Weston:
Wizard of Wikipedia: Knowledge-Powered Conversational Agents. ICLR (Poster) 2019 - [c15]Abigail See, Stephen Roller, Douwe Kiela, Jason Weston:
What makes a good conversation? How controllable attributes affect human judgments. NAACL-HLT (1) 2019: 1702-1723 - [i12]Matt Le, Stephen Roller, Laetitia Papaxanthos, Douwe Kiela, Maximilian Nickel:
Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings. CoRR abs/1902.00913 (2019) - [i11]Abigail See, Stephen Roller, Douwe Kiela, Jason Weston:
What makes a good conversation? How controllable attributes affect human judgments. CoRR abs/1902.08654 (2019) - [i10]Sean Welleck, Ilia Kulikov, Stephen Roller, Emily Dinan, Kyunghyun Cho, Jason Weston:
Neural Text Generation with Unlikelihood Training. CoRR abs/1908.04319 (2019) - [i9]Margaret Li, Jason Weston, Stephen Roller:
ACUTE-EVAL: Improved Dialogue Evaluation with Optimized Questions and Multi-turn Comparisons. CoRR abs/1909.03087 (2019) - [i8]Kurt Shuster, Da Ju, Stephen Roller, Emily Dinan, Y-Lan Boureau, Jason Weston:
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents. CoRR abs/1911.03768 (2019) - [i7]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 abs/1911.03860 (2019) - 2018
- [c14]Stephen Roller, Douwe Kiela, Maximilian Nickel:
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora. ACL (2) 2018: 358-363 - [i6]Stephen Roller, Douwe Kiela, Maximilian Nickel:
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora. CoRR abs/1806.03191 (2018) - [i5]Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, Jason Weston:
Wizard of Wikipedia: Knowledge-Powered Conversational agents. CoRR abs/1811.01241 (2018) - 2017
- [c13]Su Wang, Stephen Roller, Katrin Erk:
Distributional Modeling on a Diet: One-shot Word Learning from Text Only. IJCNLP(1) 2017: 204-213 - [i4]Su Wang, Stephen Roller, Katrin Erk:
Distributional model on a diet: One-shot word learning from text only. CoRR abs/1704.04550 (2017) - 2016
- [j1]Islam Beltagy, Stephen Roller, Pengxiang Cheng, Katrin Erk, Raymond J. Mooney:
Representing Meaning with a Combination of Logical and Distributional Models. Comput. Linguistics 42(4): 763-808 (2016) - [c12]Stephen Roller, Katrin Erk:
Relations such as Hypernymy: Identifying and Exploiting Hearst Patterns in Distributional Vectors for Lexical Entailment. EMNLP 2016: 2163-2172 - [c11]Stephen Roller, Katrin Erk:
PIC a Different Word: A Simple Model for Lexical Substitution in Context. HLT-NAACL 2016: 1121-1126 - [c10]Ye Zhang, Stephen Roller, Byron C. Wallace:
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification. HLT-NAACL 2016: 1522-1527 - [i3]Ye Zhang, Stephen Roller, Byron C. Wallace:
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification. CoRR abs/1603.00968 (2016) - [i2]Stephen Roller, Katrin Erk:
Relations such as Hypernymy: Identifying and Exploiting Hearst Patterns in Distributional Vectors for Lexical Entailment. CoRR abs/1605.05433 (2016) - 2015
- [i1]Islam Beltagy, Stephen Roller, Pengxiang Cheng, Katrin Erk, Raymond J. Mooney:
Representing Meaning with a Combination of Logical Form and Vectors. CoRR abs/1505.06816 (2015) - 2014
- [c9]Stephen Roller, Katrin Erk, Gemma Boleda:
Inclusive yet Selective: Supervised Distributional Hypernymy Detection. COLING 2014: 1025-1036 - [c8]Stephen Roller, Sabine Schulte im Walde:
Feature Norms of German Noun Compounds. MWE@EACL 2014: 104-108 - [c7]Islam Beltagy, Stephen Roller, Gemma Boleda, Katrin Erk, Raymond J. Mooney:
UTexas: Natural Language Semantics using Distributional Semantics and Probabilistic Logic. SemEval@COLING 2014: 796-801 - 2013
- [c6]Stephen Roller, Sabine Schulte im Walde:
A Multimodal LDA Model integrating Textual, Cognitive and Visual Modalities. EMNLP 2013: 1146-1157 - [c5]Stephen Roller, Sabine Schulte im Walde, Silke Scheible:
The (Un)expected Effects of Applying Standard Cleansing Models to Human Ratings on Compositionality. MWE@NAACL-HLT 2013: 32-41 - [c4]Sabine Schulte im Walde, Stefan Müller, Stephen Roller:
Exploring Vector Space Models to Predict the Compositionality of German Noun-Noun Compounds. *SEM@NAACL-HLT 2013: 255-265 - 2012
- [c3]Stephen Roller, Michael Speriosu, Sarat Rallapalli, Benjamin Wing, Jason Baldridge:
Supervised Text-based Geolocation Using Language Models on an Adaptive Grid. EMNLP-CoNLL 2012: 1500-1510 - 2011
- [c2]Mike Dominguez, R. Michael Young, Stephen Roller:
Design and Evaluation of Afterthought, A System that Automatically Creates Highlight Cinematics for 3D Games. AIIDE 2011 - [c1]Mike Dominguez, R. Michael Young, Stephen Roller:
Automatic identification and generation of highlight cinematics for 3D games. FDG 2011: 259-261
Coauthor Index
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last updated on 2024-08-07 22:24 CEST by the dblp team
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