Publication Interactive Machine Comprehension with Dynamic Knowledge Graphs Xingdi Yuan EMNLP 2021 | November 2021
Publication The emergence of the shape bias results from communicative efficiency Eva Portelance, Michael C. Frank, Dan Jurafsky, Alessandro Sordoni, Romain Laroche Conference on Computational Natural Language Learning (CoNLL) | November 2021
Publication Self-training with Few-shot Rationalization: Teacher Explanations Aid Student in Few-shot NLU Meghana Moorthy Bhat, Alessandro Sordoni, Subhabrata (Subho) Mukherjee EMNLP 2021 | November 2021 Project Project
Publication Multi-Objective SPIBB: Seldonian Offline Policy Improvement with Safety Constraints in Finite MDPs Harsh Satija, Philip S. Thomas, Joelle Pineau, Romain Laroche Neural Information Processing Systems | October 2021 Project
Publication Global Optimality and Finite Sample Analysis of Softmax Off-Policy Actor Critic under State Distribution Mismatch Shangtong Zhang, Remi Tachet des Combes, Romain Laroche October 2021 arXiv | October 2021 Project
Publication Batched Bandits with Crowd Externalities Romain Laroche, Othmane Safsafi, Raphaël Féraud, Nicolas Broutin September 2021 arXiv | September 2021
Publication Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim, Hanna Wallach ACL-IJCNLP 2021 | August 2021
Publication ADEPT: An Adjective-Dependent Plausibility Task Ali Emami, Ian Porada, Alexandra Olteanu, Kaheer Suleman, Adam Trischler, Jackie Chi Kit Cheung ACL-IJCNLP 2021 | August 2021
Publication MS MARCO Chameleons: Challenging the MS MARCO Leaderboard with Extremely Obstinate Queries Negar Arabzadeh, Bhaskar Mitra, Ebrahim Bagheri Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM) | August 2021 Access
Publication Decomposed Mutual Information Estimation for Contrastive Representation Learning Alessandro Sordoni, Nouha Dziri, Hannes Schulz, Geoff Gordon, Philip Bachman, Remi Tachet des Combes 2021 International Conference on Machine Learning | July 2021
Research
Research