Jiangjie Chen
Jiangjie Chen
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Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models
We propose a multilingual idiom KB (IDIOMKB) developed using LLMs to facilitate better idiomatic translation by smaller models by retrieving idioms’ figurative meanings.
Shuang Li
,
Jiangjie Chen
,
Siyu Yuan
,
Xinyi Wu
,
Hao Yang
,
Shimin Tao
,
Yanghua Xiao
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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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Code
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
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Code
Distilling Script Knowledge from Large Language Models for Constrained Language Planning
We propose an over-generate-then-filter approach to improve large language models (LLMs) on constrained language planning, and use it to distill a novel constrained language planning dataset, CoScript.
Siyu Yuan
,
Jiangjie Chen
,
Ziquan Fu
,
Xuyang Ge
,
Soham Shah
,
Charles Robert Jankowski
,
Yanghua Xiao
,
Deqing Yang
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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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Poster
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DOI
CN-Probase: A Data-driven Approach for Large-scale Chinese Taxonomy Construction
We build a large-scale Chinese Taxonomy Knowledge Graph.
Jindong Chen
,
Ao Wang
,
Jiangjie Chen
,
Yanghua Xiao
,
Zhendong Chu
,
Jingping Liu
,
Jiaqing Liang
,
Wei Wang
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