Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition. - Marc'Aurelio Ranzato; Fu Jie Huang; Y-Lan Boureau; Yann LeCun (CVPR, 2007)

Sparse Feature Learning for Deep Belief Networks. - Marc'Aurelio Ranzato; Y-Lan Boureau; Yann LeCun (NIPS, 2007)

A Unified Energy-Based Framework for Unsupervised Learning. - Marc'Aurelio Ranzato; Y-Lan Boureau; Sumit Chopra; Yann LeCun (AISTATS, 2007)

Learning mid-level features for recognition. - Y-Lan Boureau; Francis R. Bach; Yann LeCun; Jean Ponce (CVPR, 2010)

A Theoretical Analysis of Feature Pooling in Visual Recognition. - Y-Lan Boureau; Jean Ponce; Yann LeCun (ICML, 2010)

Learning Convolutional Feature Hierarchies for Visual Recognition. - Koray Kavukcuoglu; Pierre Sermanet; Y-Lan Boureau; Karol Gregor; Michaël Mathieu; Yann LeCun (NIPS, 2010)

Ask the locals: Multi-way local pooling for image recognition. - Y-Lan Boureau; Nicolas Le Roux; Francis R. Bach; Jean Ponce; Yann LeCun (ICCV, 2011)

Learning Hierarchical Feature Extractors For Image Recognition. - Y-Lan Boureau (2012)

Learning End-to-End Goal-Oriented Dialog. - Antoine Bordes; Y-Lan Boureau; Jason Weston (ICLR, 2017)

I Know the Feeling: Learning to Converse with Empathy. - Hannah Rashkin; Eric Michael Smith; Margaret Li; Y-Lan Boureau (CoRR, 2018)

Multiple-Attribute Text Style Transfer. - Sandeep Subramanian; Guillaume Lample; Eric Michael Smith; Ludovic Denoyer; Marc'Aurelio Ranzato; Y-Lan Boureau (CoRR, 2018)

Towards Empathetic Open-domain Conversation Models: A New Benchmark and Dataset. - Hannah Rashkin; Eric Michael Smith; Margaret Li; Y-Lan Boureau (ACL (1), 2019)

On the Pitfalls of Measuring Emergent Communication. - Ryan Lowe; Jakob N. Foerster; Y-Lan Boureau; Joelle Pineau; Yann N. Dauphin (AAMAS, 2019)

Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue. - Dongyeop Kang; Anusha Balakrishnan; Pararth Shah; Paul A. Crook; Y-Lan Boureau; Jason Weston (EMNLP/IJCNLP (1), 2019)

Revisiting the Evaluation of Theory of Mind through Question Answering. - Matthew Le 001; Y-Lan Boureau; Maximilian Nickel (EMNLP/IJCNLP (1), 2019)

Multiple-Attribute Text Rewriting. - Guillaume Lample; Sandeep Subramanian; Eric Michael Smith; Ludovic Denoyer; Marc'Aurelio Ranzato; Y-Lan Boureau (ICLR (Poster), 2019)

Zero-Shot Fine-Grained Style Transfer: Leveraging Distributed Continuous Style Representations to Transfer To Unseen Styles. - Eric Michael Smith; Diana Gonzalez-Rico; Emily Dinan; Y-Lan Boureau (CoRR, 2019)

All-in-One Image-Grounded Conversational Agents. - Da Ju; Kurt Shuster 001; Y-Lan Boureau; Jason Weston (CoRR, 2019)

Overview of the sixth dialog system technology challenge: DSTC6. - Chiori Hori; Julien Perez; Ryuichiro Higashinaka; Takaaki Hori; Y-Lan Boureau; Michimasa Inaba; Yuiko Tsunomori; Tetsuro Takahashi; Koichiro Yoshino; Seokhwan Kim (Comput. Speech Lang., 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)

Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills. - Eric Michael Smith; Mary Williamson; Kurt Shuster 001; Jason Weston; Y-Lan Boureau (ACL, 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)

Multi-scale Transformer Language Models. - Sandeep Subramanian; Ronan Collobert; Marc'Aurelio Ranzato; Y-Lan Boureau (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)

Controlling Style in Generated Dialogue. - Eric Michael Smith; Diana Gonzalez-Rico; Emily Dinan; Y-Lan Boureau (CoRR, 2020)

Recipes for Safety in Open-domain Chatbots. - Jing Xu; Da Ju; Margaret Li; Y-Lan Boureau; Jason Weston; Emily Dinan (CoRR, 2020)

Linguistic calibration through metacognition: aligning dialogue agent responses with expected correctness. - Sabrina J. Mielke; Arthur Szlam; Y-Lan Boureau; Emily Dinan (CoRR, 2020)

Detecting Inspiring Content on Social Media. - Oana Ignat; Y-Lan Boureau; Jane A. Yu; Alon Y. Halevy (ACII, 2021)

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)

Bot-Adversarial Dialogue for Safe Conversational Agents. - Jing Xu; Da Ju; Margaret Li; Y-Lan Boureau; Jason Weston; Emily Dinan (NAACL-HLT, 2021)

Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling. - Emily Dinan; Gavin Abercrombie; A. Stevie Bergman; Shannon L. Spruit; Dirk Hovy; Y-Lan Boureau; Verena Rieser (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)

SafetyKit: First Aid for Measuring Safety in Open-domain Conversational Systems. - Emily Dinan; Gavin Abercrombie; A. Stevie Bergman; Shannon L. Spruit; Dirk Hovy; Y-Lan Boureau; Verena Rieser (ACL (1), 2022)

SaFeRDialogues: Taking Feedback Gracefully after Conversational Safety Failures. - Megan Ung; Jing Xu; Y-Lan Boureau (ACL (1), 2022)

Guiding the Release of Safer E2E Conversational AI through Value Sensitive Design. - A. Stevie Bergman; Gavin Abercrombie; Shannon L. Spruit; Dirk Hovy; Emily Dinan; Y-Lan Boureau; Verena Rieser (SIGDIAL, 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)

Learning from data in the mixed adversarial non-adversarial case: Finding the helpers and ignoring the trolls. - Da Ju; Jing Xu; Y-Lan Boureau; Jason Weston (CoRR, 2022)

Reducing Conversational Agents' Overconfidence through Linguistic Calibration. - Sabrina J. Mielke; Arthur Szlam; Emily Dinan; Y-Lan Boureau (Trans. Assoc. Comput. Linguistics, 2022)

Training Models to Generate, Recognize, and Reframe Unhelpful Thoughts. - Mounica Maddela; Megan Ung; Jing Xu; Andrea Madotto; Heather Foran; Y-Lan Boureau (ACL (1), 2023)

Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback. - Jing Xu; Megan Ung; Mojtaba Komeili; Kushal Arora; Y-Lan Boureau; Jason Weston (ACL (1), 2023)

Improving Open Language Models by Learning from Organic Interactions. - 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; et al. (CoRR, 2023)

The HCI Aspects of Public Deployment of Research Chatbots: A User Study, Design Recommendations, and Open Challenges. - Morteza Behrooz; William Ngan; Joshua Lane; Giuliano Morse; Benjamin Babcock; Kurt Shuster 001; Mojtaba Komeili; Moya Chen; Melanie Kambadur; Y-Lan Boureau; Jason Weston (CoRR, 2023)