语言大模型 / LLM

Word Overuse and Alignment in Large Language Models: The Influence of Learning from Human Feedback

Tom S. Juzek, Zina B. Ward

机构 * Florida State University（佛罗里达州立大学） 纠错

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

Comments Accepted for publication in the Proceedings of the 5th Workshop on Bias and Fairness in AI (BIAS 2025) at ECML PKDD

RSPO: Risk-Seeking Policy Optimization for Pass@k and Max@k Metrics in Large Language Models

Kaichen Zhang, Shenghao Gao, Yuzhong Hong, Haipeng Sun, Junwei Bao, Hongfei Jiang, Yang Song, Hong Dingqian, Hui Xiong

机构 * Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； Zuoyebang Education Technology（左就业教育科技） 纠错

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

CTR-Driven Ad Text Generation via Online Feedback Preference Optimization

Yanda Chen, Zihui Ren, Qixiang Gao, Jiale Chen, Si Chen, Xubin Li, Tiezheng Ge, Bo Zheng

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

Comments 13 pages, 7 figures, 8 tables

Inversion-DPO: Precise and Efficient Post-Training for Diffusion Models

Zejian Li, Yize Li, Chenye Meng, Zhongni Liu, Yang Ling, Shengyuan Zhang, Guang Yang, Changyuan Yang, Zhiyuan Yang, Lingyun Sun

机构 * Zhejiang University（浙江大学） ； University of Electronic Science and Technology of China（电子科技大学） ； Peking University（北京大学） ； Alibaba Group（阿里巴巴集团） 纠错

专题命中 后训练与偏好优化 ：post-training(title,abstract)；preference optimization(abstract)；分类 cs.AI

Comments Accepted by ACM MM25

Eyes Will Shut: A Vision-Based Next GPS Location Prediction Model by Reinforcement Learning from Visual Map Feed Back

Ruixing Zhang, Yang Zhang, Tongyu Zhu, Leilei Sun, Weifeng Lv

专题命中 后训练与偏好优化 ：LLM(abstract)；language model(abstract)；SFT(abstract)

Team PA-VCG's Solution for Competition on Understanding Chinese College Entrance Exam Papers in ICDAR'25

Wei Wu, Wenjie Wang, Yang Tan, Ying Liu, Liang Diao, Lin Huang, Kaihe Xu, Wenfeng Xie, Ziling Lin

机构 * Visual Computing Group, Ping An Property & Casualty Insurance Company（平安财产保险有限公司视觉计算组） 纠错

专题命中 后训练与偏好优化 ：post-training(abstract)

Comments Technical Report