Stephen Roller

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 48

Top Topics

Machine Learning

Top Venues

Publications

Richard Yuanzhe Pang, Stephen Roller, Kyunghyun Cho, He He, Jason Weston
Leveraging Implicit Feedback from Deployment Data in Dialogue. EACL (2) (2024)
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 (2023)
Richard Yuanzhe Pang, Stephen Roller, Kyunghyun Cho, He He, Jason Weston
Leveraging Implicit Feedback from Deployment Data in Dialogue. CoRR (2023)
Igor Molybog, Peter Albert, Moya Chen, Zachary DeVito, David Esiobu, Naman Goyal, Punit Singh Koura, Sharan Narang, Andrew Poulton, Ruan Silva, Binh Tang, Puxin Xu, Yuchen Zhang, Melanie Kambadur, Stephen Roller, Susan Zhang
A Theory on Adam Instability in Large-Scale Machine Learning. CoRR (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)
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 (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. SIGDIAL (2023)
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)
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 (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)
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)
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)
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)
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)
Moya Chen, Paul A. Crook, Stephen Roller
Teaching Models new APIs: Domain-Agnostic Simulators for Task Oriented Dialogue. CoRR (2021)
Da Ju, Stephen Roller, Sainbayar Sukhbaatar, Jason Weston
Staircase Attention for Recurrent Processing of Sequences. CoRR (2021)
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)
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)
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 (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, Da Ju, Stephen Roller, Emily Dinan, Y-Lan Boureau, Jason Weston
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents. ACL (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. CoRR (2019)
Sean Welleck, Ilia Kulikov, Stephen Roller, Emily Dinan, Kyunghyun Cho, Jason Weston
Neural Text Generation with Unlikelihood Training. CoRR (2019)
Matt Le, Stephen Roller, Laetitia Papaxanthos, Douwe Kiela, Maximilian Nickel
Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings. CoRR (2019)
Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, Jason Weston
Wizard of Wikipedia: Knowledge-Powered Conversational Agents. ICLR (Poster) (2019)
Abigail See, Stephen Roller, Douwe Kiela, Jason Weston
What makes a good conversation? How controllable attributes affect human judgments. CoRR (2019)
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 (2019)
Abigail See, Stephen Roller, Douwe Kiela, Jason Weston
What makes a good conversation? How controllable attributes affect human judgments. NAACL-HLT (1) (2019)
Matt Le, Stephen Roller, Laetitia Papaxanthos, Douwe Kiela, Maximilian Nickel
Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings. ACL (1) (2019)
Margaret Li, Jason Weston, Stephen Roller
ACUTE-EVAL: Improved Dialogue Evaluation with Optimized Questions and Multi-turn Comparisons. CoRR (2019)
Stephen Roller, Douwe Kiela, Maximilian Nickel
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora. CoRR (2018)
Stephen Roller, Douwe Kiela, Maximilian Nickel
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora. ACL (2) (2018)
Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, Jason Weston
Wizard of Wikipedia: Knowledge-Powered Conversational agents. CoRR (2018)
Su Wang, Stephen Roller, Katrin Erk
Distributional model on a diet: One-shot word learning from text only. CoRR (2017)
Su Wang, Stephen Roller, Katrin Erk
Distributional Modeling on a Diet: One-shot Word Learning from Text Only. IJCNLP(1) (2017)
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) (2016)
Ye Zhang, Stephen Roller, Byron C. Wallace
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification. CoRR (2016)
Stephen Roller, Katrin Erk
Relations such as Hypernymy: Identifying and Exploiting Hearst Patterns in Distributional Vectors for Lexical Entailment. EMNLP (2016)
Stephen Roller, Katrin Erk
PIC a Different Word: A Simple Model for Lexical Substitution in Context. HLT-NAACL (2016)
Ye Zhang, Stephen Roller, Byron C. Wallace
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification. HLT-NAACL (2016)
Stephen Roller, Katrin Erk
Relations such as Hypernymy: Identifying and Exploiting Hearst Patterns in Distributional Vectors for Lexical Entailment. CoRR (2016)
Islam Beltagy, Stephen Roller, Pengxiang Cheng, Katrin Erk, Raymond J. Mooney
Representing Meaning with a Combination of Logical Form and Vectors. CoRR (2015)
Islam Beltagy, Stephen Roller, Gemma Boleda, Katrin Erk, Raymond J. Mooney
UTexas: Natural Language Semantics using Distributional Semantics and Probabilistic Logic. SemEval@COLING (2014)
Stephen Roller, Katrin Erk, Gemma Boleda
Inclusive yet Selective: Supervised Distributional Hypernymy Detection. COLING (2014)
Stephen Roller, Sabine Schulte im Walde
Feature Norms of German Noun Compounds. MWE@EACL (2014)
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)
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)
Stephen Roller, Sabine Schulte im Walde
A Multimodal LDA Model integrating Textual, Cognitive and Visual Modalities. EMNLP (2013)
Stephen Roller, Michael Speriosu, Sarat Rallapalli, Benjamin Wing, Jason Baldridge
Supervised Text-based Geolocation Using Language Models on an Adaptive Grid. EMNLP-CoNLL (2012)
Mike Dominguez, R. Michael Young, Stephen Roller
Design and Evaluation of Afterthought, A System that Automatically Creates Highlight Cinematics for 3D Games. AIIDE (2011)
Mike Dominguez, R. Michael Young, Stephen Roller
Automatic identification and generation of highlight cinematics for 3D games. FDG (2011)