语言大模型 / LLM

Understanding Subword Compositionality of Large Language Models

Qiwei Peng, Yekun Chai, Anders Søgaard

机构 * University of Copenhagen（哥本哈根大学） ； ETH Zurich（苏黎世联邦理工学院） 纠错

专题命中 知识编辑与模型理解 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments EMNLP 2025 Main

Defending against Jailbreak through Early Exit Generation of Large Language Models

Chongwen Zhao, Zhihao Dou, Kaizhu Huang

机构 * Duke Kunshan University（杜克昆山大学） 纠错

专题命中 知识编辑与模型理解 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments ICONIP 2025

LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation

Xinrui He, Yikun Ban, Jiaru Zou, Tianxin Wei, Curtiss B. Cook, Jingrui He

机构 * University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Mayo Clinic Arizona（梅奥诊所阿兹根） 纠错

专题命中 知识编辑与模型理解 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Journal ref Findings of the Association for Computational Linguistics: ACL 2025

Explaining Black-box Language Models with Knowledge Probing Systems: A Post-hoc Explanation Perspective

Yunxiao Zhao, Hao Xu, Zhiqiang Wang, Xiaoli Li, Jiye Liang, Ru Li

机构 * School of Computer and Information Technology, Shanxi University, China（山西大学计算机与信息学院） ； Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, China（教育部计算智能与中文信息处理重点实验室） ； Institute for Infocomm Research, A*Star, Singapore（A*Star信息与通信研究所） 纠错

专题命中 知识编辑与模型理解 ：language model(title,abstract)；分类 cs.CL、cs.AI

Comments 16 pages, 8 figures. This paper has been accepted by DASFAA 2025: The 30th International Conference on Database Systems for Advanced Applications

QueryBandits for Hallucination Mitigation: Exploiting Semantic Features for No-Regret Rewriting

Nicole Cho, William Watson, Alec Koppel, Sumitra Ganesh, Manuela Veloso

机构 * JP Morgan AI Research（摩根大通人工智能研究） 纠错

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；prompting(abstract)；分类 cs.CL、cs.AI、cs.LG

Guarding Your Conversations: Privacy Gatekeepers for Secure Interactions with Cloud-Based AI Models

GodsGift Uzor, Hasan Al-Qudah, Ynes Ineza, Abdul Serwadda

机构 * Department of Computer Science, Texas Tech University, Lubbock, Texas（计算机科学系，德克萨斯理工大学，德克萨斯州拉伯克） 纠错

专题命中 知识编辑与模型理解 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 2025 19th International Conference on Semantic Computing (ICSC)

T-MASK: Temporal Masking for Probing Foundation Models across Camera Views in Driver Monitoring

Thinesh Thiyakesan Ponbagavathi, Kunyu Peng, Alina Roitberg

机构 * Institute of Artificial Intelligence（人工智能研究所） ； University of Stuttgart（斯图加特大学） ； Institute for Anthropomatics（人机学研究所） ； Karlsruhe Institute of Technology（卡尔斯鲁厄技术大学） 纠错

专题命中 知识编辑与模型理解 ：foundation model(title,abstract)

Comments This paper has been accepted by 26th IEEE International Conference on Intelligent Transportation Systems ITSC 2025

Trust Me, I'm Wrong: LLMs Hallucinate with Certainty Despite Knowing the Answer

Adi Simhi, Itay Itzhak, Fazl Barez, Gabriel Stanovsky, Yonatan Belinkov

机构 * Technion – Israel Institute of Technology（技术ion-以色列理工学院） ； University of Oxford and WhiteBox（牛津大学和WhiteBox） ； School of Computer Science and Engineering, The Hebrew University of Jerusalem（耶路撒冷希伯来大学计算机科学与工程学院） 纠错

专题命中 知识编辑与模型理解 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

SMITE: Enhancing Fairness in LLMs through Optimal In-Context Example Selection via Dynamic Validation

Garima Chhikara, Kripabandhu Ghosh, Abhijnan Chakraborty

机构 * Indian Institute of Technology Delhi, India（印度德里理工学院） ； Delhi Technological University, India（德里技术大学） ； Indian Institute of Science Education and Research Kolkata, India（印度科学教育与研究学院科希拉分校） ； Indian Institute of Technology Kharagpur, India（印度理工学院哈里科格分校） 纠错

专题命中 知识编辑与模型理解 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

One Framework to Rule Them All: Unifying Multimodal Tasks with LLM Neural-Tuning

Hao Sun, Yu Song, Jiaqing Liu, Jihong Hu, Yen-Wei Chen, Lanfen Lin

机构 * College of Computer Science and Technology, Zhejiang University（浙江大学计算机科学与技术学院） ； College of Information Science and Engineering, Ritsumeikan University（立命馆大学信息科学与工程学院） 纠错

专题命中 知识编辑与模型理解 ：LLM(title)

A Novel Framework for Uncertainty Quantification via Proper Scores for Classification and Beyond

Sebastian G. Gruber

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.LG

Comments PhD Thesis (cumulative, spanning 6 peer-reviewed publications)

CEIDM: A Controlled Entity and Interaction Diffusion Model for Enhanced Text-to-Image Generation

Mingyue Yang, Dianxi Shi, Jialu Zhou, Xinyu Wei, Leqian Li, Shaowu Yang, Chunping Qiu

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL

MalLoc: Toward Fine-grained Android Malicious Payload Localization via LLMs

Tiezhu Sun, Marco Alecci, Aleksandr Pilgun, Yewei Song, Xunzhu Tang, Jordan Samhi, Tegawendé F. Bissyandé, Jacques Klein

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)

Comments Accepted at ICSME 2025, NIER Track

Jinx: Unlimited LLMs for Probing Alignment Failures

Jiahao Zhao, Liwei Dong

专题命中 知识编辑与模型理解 ：language model(abstract)；分类 cs.CL

Comments https://huggingface.co/Jinx-org

GUST: Quantifying Free-Form Geometric Uncertainty of Metamaterials Using Small Data

Jiahui Zheng, Cole Jahnke, Wei "Wayne" Chen

专题命中 知识编辑与模型理解 ：pretraining(abstract)；分类 cs.LG

LLMs Learn Constructions That Humans Do Not Know

Jonathan Dunn, Mai Mohamed Eida

机构 * Department of Linguistics University of Illinois Urbana-Champaign（语言学系伊利诺伊大学厄巴纳-香槟分校） 纠错

专题命中 知识编辑与模型理解 ：LLM(abstract)；分类 cs.CL