MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs
Zimu Lu, Aojun Zhou, Houxing Ren, Ke Wang, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li
Abstract
Zimu Lu, Aojun Zhou, Houxing Ren, Ke Wang, Weikang Shi, Junting Pan, Mingjie Zhan, Hongsheng Li. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2024.
Topics & Concepts
Translation (biology)Computer scienceNatural language processingArtificial intelligenceChemistryMessenger RNABiochemistryGeneMathematics, Computing, and Information ProcessingNatural Language Processing TechniquesIntelligent Tutoring Systems and Adaptive Learning