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cs.AI2022★ 2 cited
MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure
Yinya Huang, Hongming Zhang, Ruixin Hong +3
In this paper, we propose a comprehensive benchmark to investigate models' logical reasoning capabilities in complex real-life scenarios. Current explanation datasets often employ…
cs.CL2022
METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation
Ruixin Hong, Hongming Zhang, Xintong Yu +1
Knowing the reasoning chains from knowledge to the predicted answers can help construct an explainable question answering (QA) system. Advances on QA explanation propose to explain…
cs.LG2022
A Machine Learning Method for Material Property Prediction: Example Polymer Compatibility
Zhilong Liang, Zhiwei Li, Shuo Zhou +3
Prediction of material property is a key problem because of its significance to material design and screening. We present a brand-new and general machine learning method for materi…