Jiangjie Chen
Jiangjie Chen
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Analogical Reasoning
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction
We propose a scientific analogical reasoning benchmark with structure abduction, SCAR, and show that large language models make reasonable scientific analogies after structure abduction.
Siyu Yuan
,
Jiangjie Chen
,
Xuyang Ge
,
Yanghua Xiao
,
Deqing Yang
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AnalogyKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
A million-scale analogy KB derived from existing KGs, to enable large language models to achieve analogical reasoning skills.
Siyu Yuan
,
Jiangjie Chen
,
Changzhi Sun
,
Jiaqing Liang
,
Yanghua Xiao
,
Deqing Yang
PDF
Code
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning
We benchmark knowledge-intensive analogical reasoning with human-annotated explanations.
Jiangjie Chen
,
Rui Xu
,
Ziquan Fu
,
Wei Shi
,
Zhongqiao Li
,
Xinbo Zhang
,
Changzhi Sun
,
Lei Li
,
Yanghua Xiao
,
Hao Zhou
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