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cs.AI2024
Evaluating the Correctness of Inference Patterns Used by LLMs for Judgment
Lu Chen, Yuxuan Huang, Yixing Li +6
This paper presents a method to analyze the inference patterns used by Large Language Models (LLMs) for judgment in a case study on legal LLMs, so as to identify potential incorrec…
cs.LG2024★ 1 cited
Towards the Dynamics of a DNN Learning Symbolic Interactions
Qihan Ren, Junpeng Zhang, Yang Xu +3
This study proves the two-phase dynamics of a deep neural network (DNN) learning interactions. Despite the long disappointing view of the faithfulness of post-hoc explanation of a…