Swabha Swayamdipta
4 papers in the PaperMetrix corpus
Papers by this author
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Generating Function Names to Improve Comprehension of Synthesized Programs
2024
The hope of allowing programmers to more freely express themselves has led to a proliferation of program synthesis techniques. These tools automatically derive implementations from high-level specifications of user intent. These specifications may take the …
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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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Transfer Learning in Natural Language Processing
2019
The classic supervised machine learning paradigm is based on learning in isolation, a single predictive model for a task using a single dataset. This approach requires a large number of training examples and performs best …
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Generative Data Augmentation for Commonsense Reasoning
2020
Yiben Yang, Chaitanya Malaviya, Jared Fernandez, Swabha Swayamdipta, Ronan Le Bras, Ji-Ping Wang, Chandra Bhagavatula, Yejin Choi, Doug Downey. Findings of the Association for Computational Linguistics: EMNLP 2020. 2020.