语言大模型 / LLM

PrisonBreak: Jailbreaking Large Language Models with at Most Twenty-Five Targeted Bit-flips

Zachary Coalson, Jeonghyun Woo, Chris S. Lin, Joyce Qu, Yu Sun, Shiyang Chen, Lishan Yang, Gururaj Saileshwar, Prashant Nair, Bo Fang, Sanghyun Hong

机构 * Oregon State University（俄勒冈州立大学） ； University of British Columbia（不列颠哥伦比亚大学） ； University of Toronto（多伦多大学） ； George Mason University（乔治·梅森大学） ； Rutgers University（罗格斯大学） ； University of Texas at Arlington（德克萨斯大学阿灵顿分校） 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)；post-training(abstract)

Comments Pre-print

Mind the Gap: Linguistic Divergence and Adaptation Strategies in Human-LLM Assistant vs. Human-Human Interactions

Fulei Zhang, Zhou Yu

机构 * Amazon.com Inc.（亚马逊公司） 纠错

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

Comments Accepted to The Second Workshop on Generative AI for E-commerce (GenAIECommerce '25), held September 22, 2025, in Prague, Czech Republic

On the Role of Temperature Sampling in Test-Time Scaling

Yuheng Wu, Azalia Mirhoseini, Thierry Tambe

机构 * Stanford University（斯坦福大学） 纠错

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

Reward Models are Metrics in a Trench Coat

Sebastian Gehrmann

机构 * Bloomberg（高盛） 纠错

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

Reward Model Routing in Alignment

Xinle Wu, Yao Lu

机构 * National University of Singapore（新加坡国立大学） 纠错

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

Exploiting Tree Structure for Credit Assignment in RL Training of LLMs

Hieu Tran, Zonghai Yao, Hong Yu

机构 * Center for Healthcare Organization and Implementation Research, VA Bedford Health Care（VA Bedford Health Care 机构） ； Manning College of Information and Computer Sciences, University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校信息与计算机科学学院） ； Miner School of Computer and Information Sciences, University of Massachusetts Lowell（马萨诸塞大学洛厄尔分校计算机与信息科学学院） 纠错

专题命中 后训练与偏好优化 ：LLM(abstract)；分类 cs.CL

Comments 15 pages

EFC++: Elastic Feature Consolidation with Prototype Re-balancing for Cold Start Exemplar-free Incremental Learning

Simone Magistri, Tomaso Trinci, Albin Soutif-Cormerais, Joost van de Weijer, Andrew D. Bagdanov

机构 * Communication Center (MICC), University of Florence, Italy Tomaso Trinci. ORCID: 0000-0002-4052-1930 Global Optimization Laboratory, University of Florence, Italy Albin Soutif - Cormerais. ORCID: 0009-0008-1564-2029 LAMP Team, Computer Vision Center, Barcelona, Spain Joost van de Weijer. ORCID: 0000-0002-9656-9706 LAMP Team, Computer Vision Center, Universitat Aut\` o noma de Barcelona, Spain Andrew D. Bagdanov. ORCID: 0000-0001-6408-7043 Media Integration ； Communication Center (MICC), University of Florence, Italy Equal contribution 纠错

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

Comments Extension of our previous conference paper https://openreview.net/forum?id=7D9X2cFnt1