| Evaluating the performance of reinforcement learning algorithms S Jordan, Y Chandak, D Cohen, M Zhang, P Thomas International Conference on Machine Learning, 4962-4973, 2020 | 78 | 2020 |
| WikiPassageQA: A benchmark collection for research on non-factoid answer passage retrieval D Cohen, L Yang, WB Croft The 41st international ACM SIGIR conference on research & development in …, 2018 | 78 | 2018 |
| End to end long short term memory networks for non-factoid question answering D Cohen, WB Croft Proceedings of the 2016 ACM international conference on the theory of …, 2016 | 62 | 2016 |
| Cross domain regularization for neural ranking models using adversarial learning D Cohen, B Mitra, K Hofmann, WB Croft The 41st International ACM SIGIR Conference on Research & Development in …, 2018 | 50 | 2018 |
| Mitigating bias in search results through contextual document reranking and neutrality regularization G Zerveas, N Rekabsaz, D Cohen, C Eickhoff Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022 | 39 | 2022 |
| Not all relevance scores are equal: Efficient uncertainty and calibration modeling for deep retrieval models D Cohen, B Mitra, O Lesota, N Rekabsaz, C Eickhoff Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021 | 33 | 2021 |
| Adaptability of neural networks on varying granularity IR tasks D Cohen, Q Ai, WB Croft arXiv preprint arXiv:1606.07565, 2016 | 29 | 2016 |
| Parameter-efficient modularised bias mitigation via AdapterFusion D Kumar, O Lesota, G Zerveas, D Cohen, C Eickhoff, M Schedl, ... arXiv preprint arXiv:2302.06321, 2023 | 24 | 2023 |
| Universal approximation functions for fast learning to rank: Replacing expensive regression forests with simple feed-forward networks D Cohen, J Foley, H Zamani, J Allan, WB Croft The 41st International ACM SIGIR Conference on Research & Development in …, 2018 | 22 | 2018 |
| An assumption-free approach to the dynamic truncation of ranked lists YC Lien, D Cohen, WB Croft Proceedings of the 2019 ACM SIGIR International Conference on Theory of …, 2019 | 21 | 2019 |
| A modern perspective on query likelihood with deep generative retrieval models O Lesota, N Rekabsaz, D Cohen, KA Grasserbauer, C Eickhoff, M Schedl Proceedings of the 2021 ACM SIGIR International Conference on Theory of …, 2021 | 20 | 2021 |
| Learning a better negative sampling policy with deep neural networks for search D Cohen, SM Jordan, WB Croft Proceedings of the 2019 acm sigir international conference on theory of …, 2019 | 17 | 2019 |
| A hybrid embedding approach to noisy answer passage retrieval D Cohen, WB Croft Advances in Information Retrieval: 40th European Conference on IR Research …, 2018 | 15 | 2018 |
| CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking G Zerveas, N Rekabsaz, D Cohen, C Eickhoff arXiv preprint arXiv:2112.08766, 2021 | 12 | 2021 |
| The challenges of optimizing machine translation for low resource cross-language information retrieval C Lignos, D Cohen, YC Lien, P Mehta, WB Croft, S Miller Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 11 | 2019 |
| Using cumulative distribution based performance analysis to benchmark models SM Jordan, D Cohen, PS Thomas NeurIPS 2018 Workshop on Critiquing and Correcting Trends in Machine Learning, 2018 | 11 | 2018 |
| Understanding the representational power of neural retrieval models using NLP tasks D Cohen, B O'Connor, WB Croft Proceedings of the 2018 ACM SIGIR International Conference on Theory of …, 2018 | 9 | 2018 |
| Distributed evaluations: Ending neural point metrics D Cohen, SM Jordan, WB Croft arXiv preprint arXiv:1806.03790, 2018 | 8 | 2018 |
| A lightweight constrained generation alternative for query-focused summarization Z Xu, D Cohen Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 7 | 2023 |
| Inconsistent ranking assumptions in medical search and their downstream consequences D Cohen, K Du, B Mitra, L Mercurio, N Rekabsaz, C Eickhoff Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022 | 3 | 2022 |
