Bloom: A 176b-parameter open-access multilingual language model T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ... | 1162 | 2023 |
ERASER: A benchmark to evaluate rationalized NLP models J DeYoung, S Jain, NF Rajani, E Lehman, C Xiong, R Socher, ... arXiv preprint arXiv:1911.03429, 2019 | 533 | 2019 |
Explain yourself! leveraging language models for commonsense reasoning NF Rajani, B McCann, C Xiong, R Socher arXiv preprint arXiv:1906.02361, 2019 | 478 | 2019 |
Gedi: Generative discriminator guided sequence generation B Krause, AD Gotmare, B McCann, NS Keskar, S Joty, R Socher, ... arXiv preprint arXiv:2009.06367, 2020 | 299 | 2020 |
BERTology meets biology: interpreting attention in protein language models J Vig, A Madani, LR Varshney, C Xiong, R Socher, NF Rajani arXiv preprint arXiv:2006.15222, 2020 | 255 | 2020 |
Zephyr: Direct distillation of lm alignment L Tunstall, E Beeching, N Lambert, N Rajani, K Rasul, Y Belkada, ... arXiv preprint arXiv:2310.16944, 2023 | 145 | 2023 |
Robustness gym: Unifying the NLP evaluation landscape K Goel, N Rajani, J Vig, S Tan, J Wu, S Zheng, C Xiong, M Bansal, C Ré arXiv preprint arXiv:2101.04840, 2021 | 122 | 2021 |
Ctrlsum: Towards generic controllable text summarization J He, W Kryściński, B McCann, N Rajani, C Xiong arXiv preprint arXiv:2012.04281, 2020 | 122 | 2020 |
Open llm leaderboard E Beeching, C Fourrier, N Habib, S Han, N Lambert, N Rajani, ... Hugging Face, 2023 | 107 | 2023 |
Booksum: A collection of datasets for long-form narrative summarization W Kryściński, N Rajani, D Agarwal, C Xiong, D Radev arXiv preprint arXiv:2105.08209, 2021 | 88 | 2021 |
Dart: Open-domain structured data record to text generation L Nan, D Radev, R Zhang, A Rau, A Sivaprasad, C Hsieh, X Tang, A Vyas, ... arXiv preprint arXiv:2007.02871, 2020 | 80 | 2020 |
Xi Victoria Lin, Caiming Xiong, Richard Socher, and Nazneen Fatema Rajani. 2021. DART: Opendomain structured data record to text generation L Nan, D Radev, R Zhang, A Rau, A Sivaprasad, C Hsieh, X Tang, A Vyas, ... Proceedings of the 2021 Conference of the North American Chapter of the …, 2021 | 75 | 2021 |
Fastif: Scalable influence functions for efficient model interpretation and debugging H Guo, NF Rajani, P Hase, M Bansal, C Xiong arXiv preprint arXiv:2012.15781, 2020 | 73 | 2020 |
Universal natural language processing with limited annotations: Try few-shot textual entailment as a start W Yin, NF Rajani, D Radev, R Socher, C Xiong arXiv preprint arXiv:2010.02584, 2020 | 65 | 2020 |
Coco: Controllable counterfactuals for evaluating dialogue state trackers S Li, S Yavuz, K Hashimoto, J Li, T Niu, N Rajani, X Yan, Y Zhou, C Xiong arXiv preprint arXiv:2010.12850, 2020 | 64 | 2020 |
Interactive model cards: A human-centered approach to model documentation A Crisan, M Drouhard, J Vig, N Rajani Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022 | 50 | 2022 |
Stacked ensembles of information extractors for knowledge-base population NF Rajani, V Viswanathan, Y Bentor, R Mooney Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015 | 45 | 2015 |
ReviewRobot: Explainable paper review generation based on knowledge synthesis Q Wang, Q Zeng, L Huang, K Knight, H Ji, NF Rajani Proceedings of the 13th International Conference on Natural Language …, 2020 | 39 | 2020 |
Extracting topics based on authors, recipients and content in microblogs NFN Rajani, K McArdle, J Baldridge Proceedings of the 37th international ACM SIGIR conference on Research …, 2014 | 34 | 2014 |
Xi Victoria Lin, Nazneen Fatema Rajani, Bryan McCann, Vicente Ordonez, and Caiming Xiong. 2020. Double-hard debias: Tailoring word embeddings for gender bias mitigation T Wang Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 33 | 2020 |