Suchin Gururangan
4 papers in the PaperMetrix corpus
Papers by this author
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Expected Validation Performance and Estimation of a Random Variable's Maximum
2021 · arXiv (Cornell University)
Research in NLP is often supported by experimental results, and improved reporting of such results can lead to better understanding and more reproducible science. In this paper we analyze three statistical estimators for expected validation …
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Time is Encoded in the Weights of Finetuned Language Models
2024
We present time vectors, a simple tool to customize language models to new time periods.Time vectors are created by finetuning a language model on data from a single time (e.g., a year or month), and …
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Annotation Artifacts in Natural Language Inference Data
2018
Suchin Gururangan, Swabha Swayamdipta, Omer Levy, Roy Schwartz, Samuel Bowman, Noah A. Smith. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short …
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Show Your Work: Improved Reporting of Experimental Results
2019
Jesse Dodge, Suchin Gururangan, Dallas Card, Roy Schwartz, Noah A. Smith. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019.