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Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls

Ante Wang, Linfeng Song, Ye Tian, Dian Yu, Haitao Mi, Xiangyu Duan, Zhaopeng Tu, Jinsong Su, Dong Yu

五月 2025 In Proc. of ACL 2025. (CCF-A类)

Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study

Yujie Lin, Ante Wang, Moye Chen, Jingyao Liu, Hao Liu, Jinsong Su, Xinyan Xiao

五月 2025 In Proc. of ACL 2025 findings.

LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning

Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Dian Yu, Haitao Mi, Jinsong Su, Dong Yu

五月 2025 In Proc. of AAAI 2025. (CCF-A类)

Self-Consistency Boosts Calibration for Math Reasoning

Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu

五月 2024 In Proc. of EMNLP 2024. Short Paper

Improving LLM Generations via Fine-Grained Self-Endorsement

Ante Wang, Linfeng Song, Baolin Peng, Lifeng Jin, Ye Tian, Haitao Mi, Jinsong Su, Dong Yu

五月 2024 In Proc. of ACL 2024 findings.