Abhilasha Ravichander
4 papers in the PaperMetrix corpus
Papers by this author
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EIGEN: Event Influence GENeration using Pre-trained Language Models
2020 · arXiv (Cornell University)
Reasoning about events and tracking their influences is fundamental to understanding processes. In this paper, we present EIGEN - a method to leverage pre-trained language models to generate event influences conditioned on a context, nature …
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MacGyver: Are Large Language Models Creative Problem Solvers?
2024
Yufei Tian, Abhilasha Ravichander, Lianhui Qin, Ronan Le Bras, Raja Marjieh, Nanyun Peng, Yejin Choi, Thomas Griffiths, Faeze Brahman. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: …
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Exploring Numeracy in Word Embeddings
2019
Word embeddings are now pervasive across NLP subfields as the de-facto method of forming text representataions. In this work, we show that existing embedding models are inadequate at constructing representations that capture salient aspects of …
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Measuring and Improving Consistency in Pretrained Language Models
2021 · Transactions of the Association for Computational Linguistics
Abstract Consistency of a model—that is, the invariance of its behavior under meaning-preserving alternations in its input—is a highly desirable property in natural language processing. In this paper we study the question: Are Pretrained Language …