NExT: Teaching Large Language Models to Reason about Code Execution

Ansong Ni; Miltiadis Allamanis; Arman Cohan; Yinlin Deng; Kensen Shi; Charles Sutton; Pengcheng Yin

2024 ICML ICML 2024

NExT: Teaching Large Language Models to Reason about Code Execution

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Ansong Ni, Miltiadis Allamanis, Arman Cohan, Yinlin Deng, Kensen Shi, Charles Sutton, Pengcheng Yin

Topics

Machine Learning > Learning Types > Self-Supervised Learning Artificial Intelligence > Core AI > Large Language Models Artificial Intelligence > Core AI > Reasoning

Keywords

program repair execution trace semantic understanding large language model self training chain-of-thoughts

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