Design and Evaluation of Afterthought, A System that Automatically Creates Highlight Cinematics for 3D Games. - Mike Dominguez; R. Michael Young; Stephen Roller (AIIDE, 2011)

Automatic identification and generation of highlight cinematics for 3D games. - Mike Dominguez; R. Michael Young; Stephen Roller (FDG, 2011)

Supervised Text-based Geolocation Using Language Models on an Adaptive Grid. - Stephen Roller; Michael Speriosu; Sarat Rallapalli; Benjamin Wing; Jason Baldridge (EMNLP-CoNLL, 2012)

A Multimodal LDA Model integrating Textual, Cognitive and Visual Modalities. - Stephen Roller; Sabine Schulte im Walde (EMNLP, 2013)

The (Un)expected Effects of Applying Standard Cleansing Models to Human Ratings on Compositionality. - Stephen Roller; Sabine Schulte im Walde; Silke Scheible (MWE@NAACL-HLT, 2013)

Exploring Vector Space Models to Predict the Compositionality of German Noun-Noun Compounds. - Sabine Schulte im Walde; Stefan Müller; Stephen Roller (*SEM@NAACL-HLT, 2013)

Inclusive yet Selective: Supervised Distributional Hypernymy Detection. - Stephen Roller; Katrin Erk; Gemma Boleda (COLING, 2014)

Feature Norms of German Noun Compounds. - Stephen Roller; Sabine Schulte im Walde (MWE@EACL, 2014)

UTexas: Natural Language Semantics using Distributional Semantics and Probabilistic Logic. - Islam Beltagy; Stephen Roller; Gemma Boleda; Katrin Erk; Raymond J. Mooney (SemEval@COLING, 2014)

Representing Meaning with a Combination of Logical Form and Vectors. - Islam Beltagy; Stephen Roller; Pengxiang Cheng 001; Katrin Erk; Raymond J. Mooney (CoRR, 2015)

Relations such as Hypernymy: Identifying and Exploiting Hearst Patterns in Distributional Vectors for Lexical Entailment. - Stephen Roller; Katrin Erk (EMNLP, 2016)

PIC a Different Word: A Simple Model for Lexical Substitution in Context. - Stephen Roller; Katrin Erk (HLT-NAACL, 2016)

MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification. - Ye Zhang; Stephen Roller; Byron C. Wallace (HLT-NAACL, 2016)

Representing Meaning with a Combination of Logical and Distributional Models. - Islam Beltagy; Stephen Roller; Pengxiang Cheng 001; Katrin Erk; Raymond J. Mooney (Comput. Linguistics, 2016)

Distributional Modeling on a Diet: One-shot Word Learning from Text Only. - Su Wang 001; Stephen Roller; Katrin Erk (IJCNLP(1), 2017)

Distributional model on a diet: One-shot word learning from text only. - Su Wang 001; Stephen Roller; Katrin Erk (CoRR, 2017)

Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora. - Stephen Roller; Douwe Kiela; Maximilian Nickel (ACL (2), 2018)

Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings. - Matt Le 001; Stephen Roller; Laetitia Papaxanthos; Douwe Kiela; Maximilian Nickel (ACL (1), 2019)

Wizard of Wikipedia: Knowledge-Powered Conversational Agents. - Emily Dinan; Stephen Roller; Kurt Shuster 001; Angela Fan; Michael Auli; Jason Weston (ICLR (Poster), 2019)

What makes a good conversation? How controllable attributes affect human judgments. - Abigail See; Stephen Roller; Douwe Kiela; Jason Weston (NAACL-HLT (1), 2019)

ACUTE-EVAL: Improved Dialogue Evaluation with Optimized Questions and Multi-turn Comparisons. - Margaret Li; Jason Weston; Stephen Roller (CoRR, 2019)

Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training. - Margaret Li; Stephen Roller; Ilia Kulikov; Sean Welleck; Y-Lan Boureau; Kyunghyun Cho; Jason Weston (ACL, 2020)

The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents. - Kurt Shuster 001; Da Ju; Stephen Roller; Emily Dinan; Y-Lan Boureau; Jason Weston (ACL, 2020)

Neural Text Generation With Unlikelihood Training. - Sean Welleck; Ilia Kulikov; Stephen Roller; Emily Dinan; Kyunghyun Cho; Jason Weston (ICLR, 2020)

Recipes for building an open-domain chatbot. - Stephen Roller; Emily Dinan; Naman Goyal 001; Da Ju; Mary Williamson; Yinhan Liu; Jing Xu; Myle Ott; Kurt Shuster 001; Eric Michael Smith; Y-Lan Boureau; Jason Weston (CoRR, 2020)

Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions. - 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 001; et al. (CoRR, 2020)

Adding Chit-Chats to Enhance Task-Oriented Dialogues. - Kai Sun 006; Seungwhan Moon; Paul A. Crook; Stephen Roller; Becka Silvert; Bing Liu; Zhiguang Wang; Honglei Liu; Eunjoon Cho; Claire Cardie (CoRR, 2020)

Recipes for Building an Open-Domain Chatbot. - Stephen Roller; Emily Dinan; Naman Goyal 001; Da Ju; Mary Williamson; Yinhan Liu; Jing Xu; Myle Ott; Eric Michael Smith; Y-Lan Boureau; Jason Weston (EACL, 2021)

Not All Memories are Created Equal: Learning to Forget by Expiring. - Sainbayar Sukhbaatar; Da Ju; Spencer Poff; Stephen Roller; Arthur Szlam; Jason Weston; Angela Fan (ICML, 2021)

Adding Chit-Chat to Enhance Task-Oriented Dialogues. - Kai Sun 006; Seungwhan Moon; Paul A. Crook; Stephen Roller; Becka Silvert; Bing Liu; Zhiguang Wang; Honglei Liu; Eunjoon Cho; Claire Cardie (NAACL-HLT, 2021)

Hash Layers For Large Sparse Models. - Stephen Roller; Sainbayar Sukhbaatar; Arthur Szlam; Jason Weston (NeurIPS, 2021)

Teaching Models new APIs: Domain-Agnostic Simulators for Task Oriented Dialogue. - Moya Chen; Paul A. Crook; Stephen Roller (CoRR, 2021)

Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents. - Eric Michael Smith; Orion Hsu; Rebecca Qian; Stephen Roller; Y-Lan Boureau; Jason Weston (ConvAI@ACL, 2022)

Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion. - Kurt Shuster 001; Mojtaba Komeili; Leonard Adolphs; Stephen Roller; Arthur Szlam; Jason Weston (EMNLP (Findings), 2022)

Staircase Attention for Recurrent Processing of Sequences. - Da Ju; Stephen Roller; Sainbayar Sukhbaatar; Jason Weston (NeurIPS, 2022)

OPT: Open Pre-trained Transformer Language Models. - Susan Zhang; Stephen Roller; Naman Goyal 001; Mikel Artetxe; Moya Chen; Shuohui Chen; Christopher Dewan; Mona T. Diab; Xian Li 003; Xi Victoria Lin; Todor Mihaylov; Myle Ott; et al. (CoRR, 2022)

BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage. - Kurt Shuster 001; Jing Xu; Mojtaba Komeili; Da Ju; Eric Michael Smith; Stephen Roller; Megan Ung; Moya Chen; Kushal Arora; Joshua Lane; Morteza Behrooz; William Ngan; et al. (CoRR, 2022)

Scaling Laws for Generative Mixed-Modal Language Models. - Armen Aghajanyan; Lili Yu; Alexis Conneau; Wei-Ning Hsu; Karen Hambardzumyan; Susan Zhang; Stephen Roller; Naman Goyal 001; Omer Levy; Luke Zettlemoyer (ICML, 2023)

Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System. - Jianguo Zhang 005; Stephen Roller; Kun Qian 016; Zhiwei Liu 001; Rui Meng; Shelby Heinecke; Huan Wang 014; Silvio Savarese; Caiming Xiong (SIGDIAL, 2023)

A Theory on Adam Instability in Large-Scale Machine Learning. - Igor Molybog; Peter Albert; Moya Chen; Zachary DeVito; David Esiobu; Naman Goyal 001; Punit Singh Koura; Sharan Narang; Andrew Poulton; Ruan Silva; Binh Tang; Diana Liskovich; et al. (CoRR, 2023)

Leveraging Implicit Feedback from Deployment Data in Dialogue. - Richard Yuanzhe Pang; Stephen Roller; Kyunghyun Cho; He He 001; Jason Weston (EACL (2), 2024)