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A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models

Alessandro Stolfo, Zhijing Jin, Kumar Shridhar, Bernhard Schoelkopf, Mrinmaya Sachan

202315 citationsDOIOpen Access PDF

Abstract

Alessandro Stolfo, Zhijing Jin, Kumar Shridhar, Bernhard Schoelkopf, Mrinmaya Sachan. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2023.

Topics & Concepts

Computer scienceRobustness (evolution)Artificial intelligenceNatural language processingProgramming languageGeneBiochemistryChemistryNatural Language Processing Techniques
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