TextReasoningBench: Does Reasoning Really Improve Text Classification in Large Language Models?
arXiv:2603.19558v1 Announce Type: new Abstract: Eliciting explicit, step-by-step reasoning traces from large language models (LLMs) has emerged as a dominant paradigm for enhancing model capabilities. …
Xinyu Guo, Yazhou Zhang, Jing Qin
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