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pro vyhledávání: '"Math problem"'
Generating accurate and consistent visual aids is a critical challenge in mathematics education, where visual representations like geometric shapes and functions play a pivotal role in enhancing student comprehension. This paper introduces a novel mu
Externí odkaz:
http://arxiv.org/abs/2411.05423
Autor:
Xu, Yifan, Liu, Xiao, Liu, Xinghan, Hou, Zhenyu, Li, Yueyan, Zhang, Xiaohan, Wang, Zihan, Zeng, Aohan, Du, Zhengxiao, Zhao, Wenyi, Tang, Jie, Dong, Yuxiao
Large language models (LLMs) have shown excellent mastering of human language, but still struggle in real-world applications that require mathematical problem-solving. While many strategies and datasets to enhance LLMs' mathematics are developed, it
Externí odkaz:
http://arxiv.org/abs/2404.02893
Chain-of-Thought (CoT) plays a crucial role in reasoning for math problem solving. We conduct a comprehensive examination of methods for designing CoT, comparing conventional natural language CoT with various program CoTs, including the self-describi
Externí odkaz:
http://arxiv.org/abs/2309.11054
Mathematical understanding and reasoning are crucial tasks for assessing the capabilities of artificial intelligence (AI). However, existing benchmarks either require just a few steps of reasoning, or only contain a small amount of data in one specif
Externí odkaz:
http://arxiv.org/abs/2311.05113
Akademický článek
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Understanding a student's problem-solving strategy can have a significant impact on effective math learning using Intelligent Tutoring Systems (ITSs) and Adaptive Instructional Systems (AISs). For instance, the ITS/AIS can better personalize itself t
Externí odkaz:
http://arxiv.org/abs/2308.03892
Autor:
Wang, Li1,2 (AUTHOR), Cao, Chen3,4 (AUTHOR), Zhou, Xinlin1,2 (AUTHOR) zhou_xinlin@bnu.edu.cn, Qi, Chunxia4 (AUTHOR) qichxia@126.com
Publikováno v:
Applied Cognitive Psychology. Mar2022, Vol. 36 Issue 2, p306-317. 12p. 1 Black and White Photograph, 4 Charts, 2 Graphs.
