语言大模型 / LLM

Confidence Calibration in Large Language Model-Based Entity Matching

Iris Kamsteeg, Juan Cardenas-Cartagena, Floris van Beers, Gineke ten Holt, Tsegaye Misikir Tashu, Matias Valdenegro-Toro

机构 * Bernoulli Institute, University of Groningen（格罗宁根大学伯努利研究所） 纠错

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG

Comments 9 pages, 2 figures. UncertaiNLP 2025 Workshop @ EMNLP Camera Ready

Embodiment in multimodal large language models

Akila Kadambi, Lisa Aziz-Zadeh, Antonio Damasio, Marco Iacoboni, Srini Narayanan

专题命中 其他LLM ：large language model(title,abstract)；language model(title,abstract)

Comparing Human and Language Models Sentence Processing Difficulties on Complex Structures

Samuel Joseph Amouyal, Aya Meltzer-Asscher, Jonathan Berant

机构 * Blavatnik School of Computer Science, Tel Aviv University, Israel（巴尔-艾塔夫大学计算机科学学院） ； Department of Linguistics, Tel Aviv University, Israel（巴尔-艾塔夫大学语言学系） ； Sagol School of Neuroscience, Tel Aviv University, Israel（巴尔-艾塔夫大学神经科学学院） 纠错

专题命中 其他LLM ：language model(title,abstract)；LLM(abstract)；large language model(abstract)；分类 cs.CL、cs.AI

Comments Data and code will be released soon

Never too Prim to Swim: An LLM-Enhanced RL-based Adaptive S-Surface Controller for AUVs under Extreme Sea Conditions

Guanwen Xie, Jingzehua Xu, Yimian Ding, Zhi Zhang, Shuai Zhang, Yi Li

机构 * Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, 518055, China（清华大学深圳国际研究生院，清华大学，深圳，518055，中国） ； Department of Data Science, New Jersey Institute of Technology（数据科学系，新泽西理工学院） 纠错

专题命中 其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments Accepted by IEEE/RSJ IROS 2025

TokDrift: When LLM Speaks in Subwords but Code Speaks in Grammar

Yinxi Li, Yuntian Deng, Pengyu Nie

机构 * University of Waterloo（滑铁卢大学） 纠错

专题命中 其他LLM ：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

GenLARP: Enabling Immersive Live Action Role-Play through LLM-Generated Worlds and Characters

Yichen Yu, Yifan Jiang, Mandy Lui, Qiao Jin

专题命中 其他LLM ：LLM(title)；large language model(abstract)；language model(abstract)

Machine Unlearning Meets Adversarial Robustness via Constrained Interventions on LLMs

Fatmazohra Rezkellah, Ramzi Dakhmouche

机构 * Department of Computer Science, Université Paris-Dauphine（巴黎-索邦大学计算机科学系） ； Institute of Mathematics, EPFL（苏黎世联邦理工学院数学研究所） ； Computational Engineering Lab, Empa（Empa计算工程实验室） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Terrarium: Revisiting the Blackboard for Multi-Agent Safety, Privacy, and Security Studies

Mason Nakamura, Abhinav Kumar, Saaduddin Mahmud, Sahar Abdelnabi, Shlomo Zilberstein, Eugene Bagdasarian

机构 * University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校） ； ELLIS Institute（ELLIS研究所） ； MPI for Intelligent Systems（智能系统研究所） ； Tübingen AI Center（图宾根人工智能中心） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Generative AI in Heritage Practice: Improving the Accessibility of Heritage Guidance

Jessica Witte, Edmund Lee, Lisa Brausem, Verity Shillabeer, Chiara Bonacchi

机构 * Edinburgh Futures Institute（爱丁堡未来研究所） ； University of Edinburgh（爱丁堡大学） ； Historic England（英国历史遗产委员会） ； School of History, Classics & Archaeology University of Edinburgh（历史、古典学与考古学学院爱丁堡大学） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 21 pages

LLM Agent Communication Protocol (LACP) Requires Urgent Standardization: A Telecom-Inspired Protocol is Necessary

Xin Li, Mengbing Liu, Chau Yuen

专题命中 其他LLM ：LLM(title,abstract)

Comments Accepted at NeurIPS 2025 AI4NextG Workshop

Women, Infamous, and Exotic Beings: A Comparative Study of Honorific Usages in Wikipedia and LLMs for Bengali and Hindi

Sourabrata Mukherjee, Atharva Mehta, Sougata Saha, Akhil Arora, Monojit Choudhury

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Accepted and published at EMNLP 2025 (Main)

PRISM: Agentic Retrieval with LLMs for Multi-Hop Question Answering

Md Mahadi Hasan Nahid, Davood Rafiei

机构 * Department of Computing Science University of Alberta（计算科学系阿尔伯塔大学） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 18 pages

Generating Fair Consensus Statements with Social Choice on Token-Level MDPs

Carter Blair, Kate Larson

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

From Craft to Constitution: A Governance-First Paradigm for Principled Agent Engineering

Qiang Xu, Xiangyu Wen, Changran Xu, Zeju Li, Jianyuan Zhong

机构 * CURE Lab., Dept. of CSE, The Chinese University of Hong Kong, Hong Kong S.A.R.（CUHK计算机科学与工程系CURE实验室） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI