作者位次 #4/6ICLR 2026Poster· Applications / Everything Else
Retro*: Optimizing LLMs for Reasoning-Intensive Document Retrieval
Junwei Lan · Jianlyu Chen · Zheng Liu · Chaofan Li · Siqi Bao · Defu Lian
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Junwei Lan · Jianlyu Chen · Zheng Liu · Chaofan Li · Siqi Bao · Defu Lian
Chenyuan Wu · Jiahao Wang · Pengfei Zheng · Ruiran Yan · Shitao Xiao · Xin Luo · Yueze Wang · Wanli Li · Xiyan Jiang · Yexin Liu · Junjie Zhou · Ziyi Xia · Ze Liu · Chaofan Li · Haoge Deng · Kun Luo · Bo Zhang · Jiajun Zhang · Dong Liu · Defu Lian · Xinlong Wang · Zhongyuan Wang · Tiejun Huang · Zheng Liu
Jianlyu Chen · Junwei Lan · Chaofan Li · Defu Lian · Zheng Liu
In this paper, we introduce ReasonEmbed , a novel text embedding model developed for reasoning-intensive document retrieval. Our work includes three key technical contributions. First, we propose ReMixer , a new data synthesis method that overcomes the triviality problem prevalent in previous syn...