| Annotated gigaword C Napoles, MR Gormley, B Van Durme Proceedings of the joint workshop on automatic knowledge base construction …, 2012 | 458 | 2012 |
| Improved relation extraction with feature-rich compositional embedding models MR Gormley, M Yu, M Dredze Proceedings of EMNLP, 2015 | 223 | 2015 |
| Unlimiformer: Long-range transformers with unlimited length input A Bertsch, U Alon, G Neubig, M Gormley Advances in Neural Information Processing Systems 36, 35522-35543, 2023 | 175 | 2023 |
| Bilingual lexicon induction with semi-supervision in non-isometric embedding spaces B Patra, JRA Moniz, S Garg, MR Gormley, G Neubig arXiv preprint arXiv:1908.06625, 2019 | 150 | 2019 |
| In-context learning with long-context models: An in-depth exploration A Bertsch, M Ivgi, E Xiao, U Alon, J Berant, MR Gormley, G Neubig Proceedings of the 2025 Conference of the Nations of the Americas Chapter of …, 2025 | 107 | 2025 |
| Factor-based Compositional Embedding Models M Yu, MR Gormley, M Dredze The NIPS 2014 Learning Semantics Workshop, 2014 | 98 | 2014 |
| Limitations of autoregressive models and their alternatives CC Lin, A Jaech, X Li, MR Gormley, J Eisner Proceedings of the 2021 conference of the North American chapter of the …, 2021 | 97 | 2021 |
| Effective convolutional attention network for multi-label clinical document classification Y Liu, H Cheng, R Klopfer, MR Gormley, T Schaaf Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 90 | 2021 |
| Leveraging pretrained models for automatic summarization of doctor-patient conversations L Zhang, R Negrinho, A Ghosh, V Jagannathan, HR Hassanzadeh, ... arXiv preprint arXiv:2109.12174, 2021 | 85 | 2021 |
| Adafocal: Calibration-aware adaptive focal loss A Ghosh, T Schaaf, M Gormley Advances in Neural Information Processing Systems 35, 1583-1595, 2022 | 71 | 2022 |
| Combining word embeddings and feature embeddings for fine-grained relation extraction M Yu, MR Gormley, M Dredze Proceedings of the 2015 Conference of the North American Chapter of the …, 2015 | 64 | 2015 |
| Towards modular and programmable architecture search R Negrinho, M Gormley, GJ Gordon, D Patil, N Le, D Ferreira Advances in neural information processing systems 32, 2019 | 44 | 2019 |
| Neural Factor Graph Models for Cross-lingual Morphological Tagging C Malaviya, MR Gormley, G Neubig Proceedings of the Annual Meeting of the Association for Computational …, 2018 | 40 | 2018 |
| It's MBR all the way down: Modern generation techniques through the lens of minimum Bayes risk A Bertsch, A Xie, G Neubig, MR Gormley arXiv preprint arXiv:2310.01387, 2023 | 39 | 2023 |
| Concretely Annotated Corpora F Ferraro, M Thomas, MR Gormley, T Wolfe, CHB Van Durme The NIPS 2014 AKBC Workshop, 2014 | 38 | 2014 |
| Learning beam search policies via imitation learning R Negrinho, M Gormley, GJ Gordon Advances in Neural Information Processing Systems 31, 2018 | 36 | 2018 |
| Approximation-aware dependency parsing by belief propagation MR Gormley, M Dredze, J Eisner Transactions of the Association for Computational Linguistics, 2015 | 36 | 2015 |
| Entity clustering across languages S Green, N Andrews, MR Gormley, M Dredze, CD Manning Proceedings of the 2012 Conference of the North American Chapter of the …, 2012 | 34 | 2012 |
| Semantic proto-role labeling A Teichert, A Poliak, B Van Durme, M Gormley Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 33 | 2017 |
| Summqa at mediqa-chat 2023: In-context learning with gpt-4 for medical summarization Y Mathur, S Rangreji, R Kapoor, M Palavalli, A Bertsch, MR Gormley arXiv preprint arXiv:2306.17384, 2023 | 30 | 2023 |
Mark DredzeJohns Hopkins UniversityVerified email at cs.jhu.edu
