Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models

Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models Hyungjoo Chae author Yeonghyeon Kim author Seungone Kim author Kai Tzu-iunn Ong author Beong-woo Kwak author Moohyeon Kim author Sunghwan Kim author Taeyoon Kwon author Jiwan Chung author Youngjae Yu author Jinyoung Yeo author 2024-11 text Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing Yaser Al-Onaizan editor Mohit Bansal editor Yun-Nung Chen editor Association for Computational Linguistics Miami, Florida, USA conference publication chae-etal-2024-language 10.18653/v1/2024.emnlp-main.1253 https://aclanthology.org/2024.emnlp-main.1253/ 2024-11 22471 22502