作者位次 #4/6ICLR 2026Poster· Applications / Language, Speech and Dialog
Rethinking Reasoning in Document Ranking: Why Chain-of-Thought Falls Short
Xuan Lu · Haohang Huang · Rui Meng · Yaohui Jin · Wenjun Zeng · Xiaoyu Shen
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Xuan Lu · Haohang Huang · Rui Meng · Yaohui Jin · Wenjun Zeng · Xiaoyu Shen
Xuan Lu · Haohang Huang · Rui Meng · Yaohui Jin · Wenjun Zeng · Xiaoyu Shen
Jinwei Zhang · Xucheng Liang · Yu Zhang · Ruijie Yu · Xiaokang Yang · Yaohui Jin · Yanyan Xu
Experimental protocols in organic synthesis specify not only the intended transformation but also an executable sequence of operations and conditions. While recent language models show strong chemistry knowledge, widely used evaluations remain less diagnostic of procedure-level decision making. I...