| Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... arXiv preprint arXiv:2206.04615, 2022 | 1425 | 2022 |
| Improving and simplifying pattern exploiting training D Tam, RR Menon, M Bansal, S Srivastava, C Raffel arXiv preprint arXiv:2103.11955, 2021 | 155 | 2021 |
| Joint concept learning and semantic parsing from natural language explanations S Srivastava, I Labutov, T Mitchell Proceedings of the 2017 conference on empirical methods in natural language …, 2017 | 104 | 2017 |
| Identifying metaphorical word use with tree kernels D Hovy, S Srivastava, SK Jauhar, M Sachan, K Goyal, L Huiying, ... Proceedings of the First Workshop on Metaphor in NLP, 2013 | 104 | 2013 |
| PRover: Proof generation for interpretable reasoning over rules S Saha, S Ghosh, S Srivastava, M Bansal arXiv preprint arXiv:2010.02830, 2020 | 91 | 2020 |
| Zero-shot learning of classifiers from natural language quantification S Srivastava, I Labutov, T Mitchell Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018 | 72 | 2018 |
| Inferring interpersonal relations in narrative summaries S Srivastava, S Chaturvedi, T Mitchell Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 69 | 2016 |
| Modeling evolving relationships between characters in literary novels S Chaturvedi, S Srivastava, H Daume III, C Dyer Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 58 | 2016 |
| Identifying and manipulating the personality traits of language models G Caron, S Srivastava arXiv preprint arXiv:2212.10276, 2022 | 45 | 2022 |
| A walk-based semantically enriched tree kernel over distributed word representations S Srivastava, D Hovy, E Hovy Proceedings of the 2013 Conference on Empirical Methods in Natural Language …, 2013 | 40 | 2013 |
| Spatial compactness meets topical consistency: Jointly modeling links and content for community detection M Sachan, A Dubey, S Srivastava, EP Xing, E Hovy Proceedings of the 7th ACM international conference on Web search and data …, 2014 | 28 | 2014 |
| Where have i heard this story before? identifying narrative similarity in movie remakes S Chaturvedi, S Srivastava, D Roth Proceedings of the 2018 Conference of the North American Chapter of the …, 2018 | 26 | 2018 |
| A structured distributional semantic model for event co-reference K Goyal, SK Jauhar, H Li, M Sachan, S Srivastava, E Hovy Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013 | 26 | 2013 |
| Predicting difficulty and discrimination of natural language questions M Byrd, S Srivastava Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 20 | 2022 |
| Adversarial scrubbing of demographic information for text classification SBR Chowdhury, S Ghosh, Y Li, JB Oliva, S Srivastava, S Chaturvedi arXiv preprint arXiv:2109.08613, 2021 | 17 | 2021 |
| LIA: A natural language programmable personal assistant I Labutov, S Srivastava, T Mitchell Proceedings of the 2018 conference on empirical methods in natural language …, 2018 | 17 | 2018 |
| How helpful is inverse reinforcement learning for table-to-text generation? S Ghosh, Z Qi, S Chaturvedi, S Srivastava Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021 | 15 | 2021 |
| Beyond labels: Empowering human annotators with natural language explanations through a novel active-learning architecture B Yao, I Jindal, L Popa, Y Katsis, S Ghosh, L He, Y Lu, S Srivastava, Y Li, ... arXiv preprint arXiv:2305.12710, 2023 | 14 | 2023 |
| An agent for learning new natural language commands A Azaria, S Srivastava, J Krishnamurthy, I Labutov, TM Mitchell Autonomous Agents and Multi-Agent Systems 34 (1), 6, 2020 | 14 | 2020 |
| CLUES: A benchmark for learning classifiers using natural language explanations RR Menon, S Ghosh, S Srivastava arXiv preprint arXiv:2204.07142, 2022 | 11 | 2022 |
Tom MitchellFounders University Professor of Machine Learning, Carnegie Mellon UniversityVerified email at cs.cmu.edu
