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cs.CL2025
Towards Improving Interpretability of Language Model Generation through a Structured Knowledge Discovery Approach
Shuqi Liu, Han Wu, Guanzhi Deng +3
Knowledge-enhanced text generation aims to enhance the quality of generated text by utilizing internal or external knowledge sources. While language models have demonstrated impres…
cs.CL2024
Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining
Shuqi Liu, Bowei He, Linqi Song
Large Language Models (LLMs) have shown human-like reasoning abilities but still face challenges in solving complex logical problems. Existing unidirectional chaining methods, such…