Three Questions Concerning the Use of Large Language Models to Facilitate Mathematics Learning

October 20, 2023 ยท Declared Dead ยท ๐Ÿ› Conference on Empirical Methods in Natural Language Processing

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Authors An-Zi Yen, Wei-Ling Hsu arXiv ID 2310.13615 Category cs.CL: Computation & Language Citations 14 Venue Conference on Empirical Methods in Natural Language Processing Last Checked 5 months ago
Abstract
Due to the remarkable language understanding and generation abilities of large language models (LLMs), their use in educational applications has been explored. However, little work has been done on investigating the pedagogical ability of LLMs in helping students to learn mathematics. In this position paper, we discuss the challenges associated with employing LLMs to enhance students' mathematical problem-solving skills by providing adaptive feedback. Apart from generating the wrong reasoning processes, LLMs can misinterpret the meaning of the question, and also exhibit difficulty in understanding the given questions' rationales when attempting to correct students' answers. Three research questions are formulated.
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