Publication Understanding by Understanding Not: Modeling Negation in Language Models Arian Hosseini, Siva Reddy, Dzmitry Bahdanau, Devon Hjelm, Alessandro Sordoni, Aaron Courville May 2021
Publication Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks Sungryull Sohn, Sungtae Lee, Jongwook Choi, Harm van Seijen, Honglak Lee, Mehdi Fatemi 2021 International Conference on Machine Learning | May 2021
Publication Learning to Represent Action Values as a Hypergraph on the Action Vertices Arash Tavakoli, Mehdi Fatemi, Petar Kormushev 2021 International Conference on Learning Representations (ICLR’21) | May 2021
Publication Intra-Document Cascading: Learning to Select Passages for Neural Document Ranking Sebastian Hofstatter, Bhaskar Mitra, Hamed Zamani, Nick Craswell, Allan Hanbury Proceedings of the 44th international ACM SIGIR conference on Research & development in information retrieval | May 2021
Publication Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval Models Daniel Cohen, Bhaskar Mitra, Oleg Lesota, Navid Rekabsaz, Carsten Eickhoff Proceedings of the 44th international ACM SIGIR conference on Research & development in information retrieval | May 2021
Publication “I Can’t Reply with That”: Characterizing Problematic Email Reply Suggestions Ronald Robertson, Alexandra Olteanu, Fernando Diaz, Milad Shokouhi, Peter Bailey CHI Conference on Human Factors in Computing Systems (CHI ’21) | May 2021 Video
Publication Linguistic dependencies and statistical dependence Jacob Louis Hoover, Alessandro Sordoni, Wenyu Du, Timothy J. O’Donnell 2021 Empirical Methods in Natural Language Processing | April 2021
Publication Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence Bhaskar Mitra, Sebastian Hofstatter, Hamed Zamani, Nick Craswell Proceedings of the 44th international ACM SIGIR conference on Research & development in information retrieval | April 2021
Publication TREC Deep Learning Track: Reusable Test Collections in the Large Data Regime Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Ellen M. Voorhees, Ian Soboroff Proceedings of the 44th international ACM SIGIR conference on Research & development in information retrieval | April 2021 Access
Publication MS MARCO: Benchmarking Ranking Models in the Large-Data Regime Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Jimmy Lin Proceedings of the 44th international ACM SIGIR conference on Research & development in information retrieval | April 2021 Access
