语言大模型 / LLM

Mind the Missing: Variable-Aware Representation Learning for Irregular EHR Time Series using Large Language Models

Jeong Eul Kwon, Joo Heung Yoon, Hyo Kyung Lee

机构 * School of Industrial Management Engineering, Korea University（韩国大学工业管理工程学院） ； Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Department of Medicine, University of Pittsburgh（匹兹堡大学医学部呼吸科、过敏科、重症医学科及睡眠医学科） 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.LG

A circuit for predicting hierarchical structure in-context in Large Language Models

Tankred Saanum, Can Demircan, Samuel J. Gershman, Eric Schulz

机构 * Harvard University（哈佛大学） ； Institute for Human-Centered AI（以人为中心的人工智能研究所） ； Helmholtz Computational Health Center（海德堡计算健康中心） 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.LG

Latent Concept Disentanglement in Transformer-based Language Models

Guan Zhe Hong, Bhavya Vasudeva, Vatsal Sharan, Cyrus Rashtchian, Prabhakar Raghavan, Rina Panigrahy

机构 * Purdue University（普渡大学） ； University of Southern California（南加州大学） ； Google（谷歌） 纠错

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

TEXT2AFFORD: Probing Object Affordance Prediction abilities of Language Models solely from Text

Sayantan Adak, Daivik Agrawal, Animesh Mukherjee, Somak Aditya

机构 * IIT, Kharagpur（印度Kharagpur理工学院） 纠错

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

Comments Accepted at Conference on Computational Natural Language Learning 2024

Beyond Textual Context: Structural Graph Encoding with Adaptive Space Alignment to alleviate the hallucination of LLMs

Yifang Zhang, Pengfei Duan, Yiwen Yang, Shengwu Xiong

机构 * Wuhan University of Technology（武汉理工大学） 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 11 pages, 5 figures

Black-Box Hallucination Detection via Consistency Under the Uncertain Expression

Seongho Joo, Kyungmin Min, Jahyun Koo, Kyomin Jung

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

A Novel Differential Feature Learning for Effective Hallucination Detection and Classification

Wenkai Wang, Vincent Lee, Yizhen Zheng

机构 * Department of Data Science and AI（数据科学与人工智能系） ； Monash University（墨尔本大学） 纠错

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

Comments 10 pages, 7 figures, 13 tables

Semantic Reformulation Entropy for Robust Hallucination Detection in QA Tasks

Chaodong Tong, Qi Zhang, Lei Jiang, Yanbing Liu, Nannan Sun, Wei Li

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

Comments 5pages, 5 figures, submitted to ICASSP 2026,

Exploiting the Asymmetric Uncertainty Structure of Pre-trained VLMs on the Unit Hypersphere

Li Ju, Max Andersson, Stina Fredriksson, Edward Glöckner, Andreas Hellander, Ekta Vats, Prashant Singh

机构 * Department of Information Technology, Uppsala University（信息科技系，乌普萨拉大学） ； Science for Life Laboratory, Uppsala University（生命科学实验室，乌普萨拉大学） 纠错

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

Exposing Hallucinations To Suppress Them: VLMs Representation Editing With Generative Anchors

Youxu Shi, Suorong Yang, Dong Liu

机构 * University of Science and Technology of China（中国科学技术大学） ； Nanjing University（南京大学） 纠错

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

Adaptively profiling models with task elicitation

Davis Brown, Prithvi Balehannina, Helen Jin, Shreya Havaldar, Hamed Hassani, Eric Wong

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

Comments EMNLP 2025 Main Conference

Wav2Arrest 2.0: Long-Horizon Cardiac Arrest Prediction with Time-to-Event Modeling, Identity-Invariance, and Pseudo-Lab Alignment

Saurabh Kataria, Davood Fattahi, Minxiao Wang, Ran Xiao, Matthew Clark, Timothy Ruchti, Mark Mai, Xiao Hu

机构 * Nell Hodgson Woodruff School of Nursing, Emory University（埃默里大学护理学院） ； Department of Pediatrics, Emory School of Medicine（埃默里医学院儿科部） 纠错

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

Comments Submitted to BPSC