语言大模型 / LLM

MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning

Jingyan Shen, Jiarui Yao, Rui Yang, Yifan Sun, Feng Luo, Rui Pan, Tong Zhang, Han Zhao

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； New York University（纽约大学） ； Rice University（稻谷大学） 纠错

专题命中 后训练与偏好优化 ：large language model(abstract)；language model(abstract)；foundation model(abstract)；RLHF(abstract)

Token Preference Optimization with Self-Calibrated Visual-Anchored Rewards for Hallucination Mitigation

Jihao Gu, Yingyao Wang, Meng Cao, Pi Bu, Jun Song, Yancheng He, Shilong Li, Bo Zheng

机构 * Taobao & Tmall Group of Alibaba（淘宝与天猫集团） 纠错

专题命中 后训练与偏好优化 ：preference optimization(title,abstract)；language model(abstract)

Direct Preference Optimization for Speech Autoregressive Diffusion Models

Zhijun Liu, Dongya Jia, Xiaoqiang Wang, Chenpeng Du, Shuai Wang, Zhuo Chen, Haizhou Li

专题命中 后训练与偏好优化 ：preference optimization(title,abstract)

NGRPO: Negative-enhanced Group Relative Policy Optimization

Gongrui Nan, Siye Chen, Jing Huang, Mengyu Lu, Dexun Wang, Chunmei Xie, Weiqi Xiong, Xianzhou Zeng, Qixuan Zhou, Yadong Li, Xingzhong Xu

机构 * Ant Group Shanghai, China（蚂蚁集团上海） 纠错

专题命中 后训练与偏好优化 ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

A Good Plan is Hard to Find: Aligning Models with Preferences is Misaligned with What Helps Users

Nishant Balepur, Matthew Shu, Yoo Yeon Sung, Seraphina Goldfarb-Tarrant, Shi Feng, Fumeng Yang, Rachel Rudinger, Jordan Lee Boyd-Graber

专题命中 后训练与偏好优化 ：LLM(abstract)；RLHF(abstract)；分类 cs.CL

Comments EMNLP 2025