Reinforced Latent Reasoning for LLM-based Recommendation

25 May 2025

Papers citing "Reinforced Latent Reasoning for LLM-based Recommendation"

6 / 6 papers shown

Title
IGD: Token Decisiveness Modeling via Information Gain in LLMs for Personalized Recommendation Zijie Lin Yang Zhang Xiaoyan Zhao Fengbin Zhu Fuli Feng Tat-Seng Chua 22 0 0 16 Jun 2025
Slow Thinking for Sequential Recommendation Junjie Zhang Beichen Zhang Wenqi Sun Hongyu Lu Wayne Xin Zhao Yu Chen Ji-Rong Wen OffRL LRM 105 1 0 13 Apr 2025
Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation Jiakai Tang Sunhao Dai Teng Shi Jun Xu X. Chen Wen Chen Wu Jian Yuning Jiang LRM 156 10 0 28 Mar 2025
Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization Yilun Qiu Xiaoyan Zhao Yang Zhang Yimeng Bai Wenjie Wang Hong Cheng Fuli Feng Tat-Seng Chua 136 3 0 04 Mar 2025
Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning DiJia Su Hanlin Zhu Yingchen Xu Jiantao Jiao Yuandong Tian Qinqing Zheng LRM 142 22 0 05 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 392 2,024 0 22 Jan 2025