Jiangjie Chen
Jiangjie Chen
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Reasoning
Unsupervised Explanation Generation via Correct Instantiations
Generate explanations for why a statement is wrong by prompting LLMs with the correct version of it.
Sijie Cheng
,
Zhiyong Wu
,
Jiangjie Chen
,
Zhixing Li
,
Yang Liu
,
Lingpeng Kong
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Theme I - Text Reasoning, Being Right for the Right Reasons 🤔
For humans, intuitive inferences are made every now and then. However, it would require reasons for humans to convince others and justify themselves of their inferences or decisions. How can machines better convince humans of their predictions? The key may lie in being right for the right and faithful reasons.
Feb 27, 2022
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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LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification
Interpretable fact verification with phrasal decomposition and logic regularization.
Jiangjie Chen
,
Qiaoben Bao
,
Changzhi Sun
,
Xinbo Zhang
,
Jiaze Chen
,
Hao Zhou
,
Yanghua Xiao
,
Lei Li
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Unsupervised Editing for Counterfactual Stories
Creating counterfactual story endings (what-if stories) with unsupervised editing.
Jiangjie Chen
,
Chun Gan
,
Sijie Cheng
,
Hao Zhou
,
Yanghua Xiao
,
Lei Li
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Probabilistic Graph Reasoning for Natural Proof Generation
A novel approach for joint answer prediction and proof generation.
Changzhi Sun
,
Xinbo Zhang
,
Jiangjie Chen
,
Chun Gan
,
Yuanbin Wu
,
Jiaze Chen
,
Hao Zhou
,
Lei Li
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