| Longformer: The long-document transformer I Beltagy, ME Peters, A Cohan arXiv preprint arXiv:2004.05150, 2020 | 4685 | 2020 |
| Scibert: Pretrained contextualized embeddings for scientific text I Beltagy, K Lo, A Cohan arXiv preprint arXiv:1903.10676 1 (1.3), 8, 2019 | 4196* | 2019 |
| A discourse-aware attention model for abstractive summarization of long documents A Cohan, F Dernoncourt, DS Kim, T Bui, S Kim, W Chang, N Goharian arXiv preprint arXiv:1804.05685, 2018 | 891 | 2018 |
| Specter: Document-level representation learning using citation-informed transformers A Cohan, S Feldman, I Beltagy, D Downey, DS Weld Association for Computational Linguistics, ACL 2020, 2020 | 584 | 2020 |
| Fact or fiction: Verifying scientific claims D Wadden, S Lin, K Lo, LL Wang, M van Zuylen, A Cohan, H Hajishirzi arXiv preprint arXiv:2004.14974, 2020 | 481 | 2020 |
| CEDR: Contextualized embeddings for document ranking S MacAvaney, A Yates, A Cohan, N Goharian Proceedings of the 42nd international ACM SIGIR conference on research and …, 2019 | 426 | 2019 |
| Depression and self-harm risk assessment in online forums A Yates, A Cohan, N Goharian EMNLP (🏆 Best Paper Award 🏆), 2017 | 390 | 2017 |
| Structural scaffolds for citation intent classification in scientific publications A Cohan, W Ammar, M Van Zuylen, F Cady arXiv preprint arXiv:1904.01608, 2019 | 284 | 2019 |
| TLDR: Extreme summarization of scientific documents I Cachola, K Lo, A Cohan, DS Weld arXiv preprint arXiv:2004.15011, 2020 | 249 | 2020 |
| A dataset of information-seeking questions and answers anchored in research papers P Dasigi, K Lo, I Beltagy, A Cohan, NA Smith, M Gardner arXiv preprint arXiv:2105.03011, 2021 | 244 | 2021 |
| PRIMERA: Pyramid-based masked sentence pre-training for multi-document summarization W Xiao, I Beltagy, G Carenini, A Cohan arXiv preprint arXiv:2110.08499, 2021 | 196 | 2021 |
| SMHD: a large-scale resource for exploring online language usage for multiple mental health conditions A Cohan, B Desmet, A Yates, L Soldaini, S MacAvaney, N Goharian arXiv preprint arXiv:1806.05258, 2018 | 192 | 2018 |
| Pretrained language models for sequential sentence classification A Cohan, I Beltagy, D King, B Dalvi, DS Weld arXiv preprint arXiv:1909.04054, 2019 | 161 | 2019 |
| Scientific Article Summarization Using Citation-Context and Article’s Discourse Structure A Cohan, N Goharian Empirical Methods in Natural Language Processing (EMNLP), 390–400, 2015 | 150 | 2015 |
| Olmo: Accelerating the science of language models D Groeneveld, I Beltagy, P Walsh, A Bhagia, R Kinney, O Tafjord, AH Jha, ... ACL 2024 (🏆 Best Theme Paper Award 🏆 ), 2024 | 127 | 2024 |
| Flex: Unifying evaluation for few-shot nlp J Bragg, A Cohan, K Lo, I Beltagy Advances in Neural Information Processing Systems 34, 15787-15800, 2021 | 121 | 2021 |
| Scientific document summarization via citation contextualization and scientific discourse A Cohan, N Goharian International Journal on Digital Libraries 19, 287-303, 2018 | 118 | 2018 |
| Simplified data wrangling with ir_datasets S MacAvaney, A Yates, S Feldman, D Downey, A Cohan, N Goharian Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021 | 116 | 2021 |
| The semantic scholar open data platform R Kinney, C Anastasiades, R Authur, I Beltagy, J Bragg, A Buraczynski, ... arXiv preprint arXiv:2301.10140, 2023 | 110 | 2023 |
| Folio: Natural language reasoning with first-order logic S Han, H Schoelkopf, Y Zhao, Z Qi, M Riddell, W Zhou, J Coady, D Peng, ... arXiv preprint arXiv:2209.00840, 2022 | 105 | 2022 |
Iz BeltagyAllen Institute for Artificial IntelligenceVerified email at beltagy.net