一作NeurIPS 2026Poster
ExpLang: Improved Exploration and Exploitation in LLM Reasoning with On-Policy Thinking Language Selection
Changjiang Gao · Zixian Huang · Kaichen Yang · Jiajun Chen · Jixing Li · Shujian Huang
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Changjiang Gao · Zixian Huang · Kaichen Yang · Jiajun Chen · Jixing Li · Shujian Huang
Renfei Dang · Peng Hu · Zhejian Lai · Changjiang Gao · Min Zhang · Shujian Huang
Prior works have shown that fine-tuning on new knowledge can induce factual hallucinations in large language models (LLMs), leading to incorrect outputs when evaluated on previously known information. However, the specific manifestations of such hallucination and its underlying mechanisms remain...