语言大模型 / LLM

Large Language Models Do Multi-Label Classification Differently

Marcus Ma, Georgios Chochlakis, Niyantha Maruthu Pandiyan, Jesse Thomason, Shrikanth Narayanan

机构 * University of Southern California（南加州大学） 纠错

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

Comments To be published in the Main Conference Proceedings of EMNLP 2025, 24 pages, 16 figures, 7 tables

"Whose Side Are You On?" Estimating Ideology of Political and News Content Using Large Language Models and Few-shot Demonstration Selection

Muhammad Haroon, Magdalena Wojcieszak, Anshuman Chhabra

机构 * University of California, Davis（加州大学戴维斯分校） ； University of South Florida（佛罗里达州立大学） 纠错

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

Relation as a Prior: A Novel Paradigm for LLM-based Document-level Relation Extraction

Qiankun Pi, Yepeng Sun, Jicang Lu, Qinlong Fan, Ningbo Huang, Shiyu Wang

机构 * Information Engineering University（信息工程大学） ； Academy of Military Science（军事科学院） 纠错

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

Comments 17 pages

Humans Hallucinate Too: Language Models Identify and Correct Subjective Annotation Errors With Label-in-a-Haystack Prompts

Georgios Chochlakis, Peter Wu, Arjun Bedi, Marcus Ma, Kristina Lerman, Shrikanth Narayanan

机构 * University of Southern California（南加州大学） 纠错

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

Comments Accepted to the Main Proceedings of EMNLP, 2025. 20 pages, 16 figures, 10 tables

AgentSense: Virtual Sensor Data Generation Using LLM Agents in Simulated Home Environments

Zikang Leng, Megha Thukral, Yaqi Liu, Hrudhai Rajasekhar, Shruthi K. Hiremath, Jiaman He, Thomas Plötz

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

Comments Accepted by AAAI 2026

Large Sign Language Models: Toward 3D American Sign Language Translation

Sen Zhang, Xiaoxiao He, Di Liu, Zhaoyang Xia, Mingyu Zhao, Chaowei Tan, Vivian Li, Bo Liu, Dimitris N. Metaxas, Mubbasir Kapadia

机构 * Rutgers University（罗格斯大学） ； Meta Reality Labs（Meta现实实验室） ； Qualcomm（高通公司） ； Walmart Global Tech（沃尔玛全球技术） ； Roblox ； PRISMS 纠错

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

Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach

Jing Bi, Junjia Guo, Yunlong Tang, Lianggong Bruce Wen, Zhang Liu, Chenliang Xu

机构 * University of Rochester（罗切斯特大学） ； Corning Inc（康宁公司） 纠错

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

Journal ref CVPR 2025 (IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025)

Unifying Model and Layer Fusion for Speech Foundation Models

Yi-Jen Shih, David Harwath

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

Comments Accepted by IEEE ASRU 2025

SRE-Llama -- Fine-Tuned Meta's Llama LLM, Federated Learning, Blockchain and NFT Enabled Site Reliability Engineering(SRE) Platform for Communication and Networking Software Services

Eranga Bandara, Safdar H. Bouk, Sachin Shetty, Ravi Mukkamala, Abdul Rahman, Peter Foytik, Ross Gore, Xueping Liang, Ng Wee Keong, Kasun De Zoysa

专题命中 其他LLM ：LLM(title,abstract)

MPMA: Preference Manipulation Attack Against Model Context Protocol

Zihan Wang, Rui Zhang, Yu Liu, Wenshu Fan, Wenbo Jiang, Qingchuan Zhao, Hongwei Li, Guowen Xu

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

Comments This is an extended version of the copyrighted publication at AAAI

GazeCopilot: Evaluating Novel Gaze-Informed Prompting for AI-Supported Code Comprehension and Readability

Yasmine Elfares, Gül Çalikli, Mohamed Khamis

专题命中 其他LLM ：prompting(title)

Understanding and Controlling Repetition Neurons and Induction Heads in In-Context Learning

Nhi Hoai Doan, Tatsuya Hiraoka, Kentaro Inui

机构 * Mohamed bin Zayed University of Artificial Intelligence（Mohamed bin Zayed人工智能大学） ； RIKEN（日本理化学研究所） 纠错

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

OWLAPY: A Pythonic Framework for OWL Ontology Engineering

Alkid Baci, Luke Friedrichs, Caglar Demir, Axel-Cyrille Ngonga Ngomo

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

On the Interplay between Positional Encodings, Morphological Complexity, and Word Order Flexibility

Kushal Tatariya, Wessel Poelman, Miryam de Lhoneux

机构 * NLP, Department of Computer Science, KU Leuven（自然语言处理，计算机科学系，鲁汶大学） 纠错

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

Comments IJCNLP-AACL: Main Conference

Why does weak-OOD help? A Further Step Towards Understanding Jailbreaking VLMs

Yuxuan Zhou, Yuzhao Peng, Yang Bai, Kuofeng Gao, Yihao Zhang, Yechao Zhang, Xun Chen, Tao Yu, Tao Dai, Shu-Tao Xia

专题命中 其他LLM ：language model(abstract)