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Projects
- 1 Active
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CAREER: Reading To Learn: Language-Guided Machine Learning
NSF - National Science Foundation
1/15/23 → 12/31/27
Project: Research project
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Leveraging Language for Accelerated Learning of Tool Manipulation
Ren, A. Z., Govil, B., Yang, T. Y., Narasimhan, K. & Majumdar, A., 2023, In: Proceedings of Machine Learning Research. 205, p. 1531-1541 11 p.Research output: Contribution to journal › Conference article › peer-review
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Can Rationalization Improve Robustness?
Chen, H., He, J., Narasimhan, K. & Chen, D., 2022, NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3792-3805 14 p. (NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
5 Scopus citations -
CARETS: A Consistency And Robustness Evaluative Test Suite for VQA
Jimenez, C. E., Russakovsky, O. & Narasimhan, K., 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 6392-6405 14 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
5 Scopus citations -
DataMUX: Data Multiplexing for Neural Networks
Murahari, V., Jimenez, C. E., Yang, R. & Narasimhan, K., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Learning Physics Constrained Dynamics Using Autoencoders
Yang, T. Y., Rosca, J., Narasimhan, K. & Ramadge, P. J., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution