语言大模型 / LLM

Talk Less, Call Right: Enhancing Role-Play LLM Agents with Automatic Prompt Optimization and Role Prompting

Saksorn Ruangtanusak, Pittawat Taveekitworachai, Kunat Pipatanakul

机构 * SCBX R&D（SCBX研发部） ； SCB 10X R&D（SCB 10X研发部） 纠错

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

Comments EMNLP 2025 Wordplay Workshop (Spotlight)

Navigating the Labyrinth: Path-Sensitive Unit Test Generation with Large Language Models

Dianshu Liao, Xin Yin, Shidong Pan, Chao Ni, Zhenchang Xing, Xiaoyu Sun

机构 * The State Key Laboratory of Blockchain and Data Security, Zhejiang University（区块链与数据安全国家重点实验室，浙江大学） 纠错

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

Integrating Large Language Models and Reinforcement Learning for Sentiment-Driven Quantitative Trading

Wo Long, Wenxin Zeng, Xiaoyu Zhang, Ziyao Zhou

机构 * Wo Long（未知） ； Wenxin Zeng（未知） ； Xiaoyu Zhang（未知） ； Ziyao Zhou（未知） 纠错

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

TypePilot: Leveraging the Scala Type System for Secure LLM-generated Code

Alexander Sternfeld, Andrei Kucharavy, Ljiljana Dolamic

机构 * Institute of Entrepreneurship & Management, HES-SO Le Foyer, Techno-Pôle 1 Sierre, Switzerland（创业与管理学院，HES-SO莱福院，技术园区1，瑞士） ； Institute of Informatics, HES-SO Techno-Pôle 3 Sierre, Switzerland（信息学院，HES-SO技术园区3，瑞士） ； Cyber-Defence Campus armasuisse, Science and Technology Thun, Switzerland（网络安全校区，armasuisse，科技，瑞士） 纠错

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

ABLEIST: Intersectional Disability Bias in LLM-Generated Hiring Scenarios

Mahika Phutane, Hayoung Jung, Matthew Kim, Tanushree Mitra, Aditya Vashistha

机构 * Cornell University（康奈尔大学） ； Princeton University（普林斯顿大学） ； University of Washington（华盛顿大学） 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

Comments 28 pages, 11 figures, 16 tables. In submission

Deconstructing Attention: Investigating Design Principles for Effective Language Modeling

Huiyin Xue, Nafise Sadat Moosavi, Nikolaos Aletras

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

LLM2TEA: An Agentic AI Designer for Discovery with Generative Evolutionary Multitasking

Melvin Wong, Jiao Liu, Thiago Rios, Stefan Menzel, Yew Soon Ong

机构 * 1 College of Computing \& Data Science (CCDS), Nanyang Technological University (NTU), Singapore 2 Honda Research Institute Europe (HRI-EU), Offenbach am Main, Germany 3 Centre for Frontier AI Research (CFAR), Agency for Science, Technology 纠错

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

Comments This work is accepted by IEEE CIM. IEEE copyrights applies

Journal ref IEEE Computational Intelligence Magazine (Volume: 20, Issue: 4, November 2025)

Comparing human and LLM proofreading in L2 writing: Impact on lexical and syntactic features

Hakyung Sung, Karla Csuros, Min-Chang Sung

机构 * LCR-ADS Lab, Linguistics, University of Oregon（俄勒冈大学语言学系LCR-ADS实验室） ； West University of Timisoara（蒂米什瓦拉西大学） ； Gyeongin National University of Education（京仁国立教育大学） 纠错

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

Layout-Independent License Plate Recognition via Integrated Vision and Language Models

Elham Shabaninia, Fatemeh Asadi-zeydabadi, Hossein Nezamabadi-pour

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

Tracking the Spatiotemporal Evolution of Landslide Scars Using a Vision Foundation Model: A Novel and Universal Framework

Meijun Zhou, Gang Mei, Zhengjing Ma, Nengxiong Xu, Jianbing Peng

专题命中 其他LLM ：foundation model(title,abstract)

Living Off the LLM: How LLMs Will Change Adversary Tactics

Sean Oesch, Jack Hutchins, Luke Koch, Kevin Kurian

机构 * Oak Ridge National Laboratory（橡树岭国家实验室） 纠错

专题命中 其他LLM ：LLM(title)；分类 cs.AI

Comments 6 pages, 0 figures

Who Speaks Matters: Analysing the Influence of the Speaker's Ethnicity on Hate Classification

Ananya Malik, Kartik Sharma, Shaily Bhatt, Lynnette Hui Xian Ng

机构 * Northeastern University（东北大学） ； Georgia Institute of Technology（佐治亚理工学院） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

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

Comments 9 pages, 3 figures, 3 tables. To appear in EMNLP 2025 findings

Multi-Condition Conformal Selection

Qingyang Hao, Wenbo Liao, Bingyi Jing, Hongxin Wei

机构 * Southern University of Science and Technology（南方科技大学） ； The Chinese University of Hong Kong（香港中文大学） 纠错

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

PhoniTale: Phonologically Grounded Mnemonic Generation for Typologically Distant Language Pairs

Sana Kang, Myeongseok Gwon, Su Young Kwon, Jaewook Lee, Andrew Lan, Bhiksha Raj, Rita Singh

机构 * KAIST（韩国科学技术院） ； University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

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

Comments Accepted to EMNLP 2025 Main Conference

Simulating Persuasive Dialogues on Meat Reduction with Generative Agents

Georg Ahnert, Elena Wurth, Markus Strohmaier, Jutta Mata

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

Comments Code available at https://github.com/dess-mannheim/MeatlessAgents

Journal ref NLPSI 2025: First Workshop on Integrating NLP and Psychology to Study Social Interactions

What Generative Search Engines Like and How to Optimize Web Content Cooperatively

Yujiang Wu, Shanshan Zhong, Yubin Kim, Chenyan Xiong

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

It's 2025 -- Narrative Learning is the new baseline to beat for explainable machine learning

Gregory D. Baker

机构 * Australian National University（澳大利亚国立大学） 纠错

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

Comments 18 pages, 5 figures

Graph Your Own Prompt

Xi Ding, Lei Wang, Piotr Koniusz, Yongsheng Gao

机构 * Griffith University（格里菲斯大学） ； Data61/CSIRO ； Australian National University（澳大利亚国立大学） ； University of New South Wales（新南威尔士大学） 纠错

专题命中 其他LLM ：prompting(abstract)；分类 cs.AI、cs.LG

Comments Accepted at the 39th Conference on Neural Information Processing Systems (NeurIPS 2025)

Feature Extraction and Analysis for GPT-Generated Text

A. Selvioğlu, V. Adanova, M. Atagoziev

机构 * Department of Computer Engineering TED University（计算机工程系 TED大学） ； Department of Software Engineering OSTIM Technical University（软件工程系 OSTIM技术大学） 纠错

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

Journal ref Advances in Artificial Intelligence and Machine Learning, vol.5, no.2, pages 3834-3849, 2025

Cracking CodeWhisperer: Analyzing Developers' Interactions and Patterns During Programming Tasks

Jeena Javahar, Tanya Budhrani, Manaal Basha, Cleidson R. B. de Souza, Ivan Beschastnikh, Gema Rodriguez-Perez

机构 * University of British Columbia（不列颠哥伦比亚大学） ； Federal University of Pará（帕拉联邦大学） 纠错

专题命中 其他LLM ：LLM(abstract)；分类 cs.AI

Comments VL/HCC 2025 Short Paper

When Vision Fails: Text Attacks Against ViT and OCR

Nicholas Boucher, Jenny Blessing, Ilia Shumailov, Ross Anderson, Nicolas Papernot

机构 * University of Cambridge Cambridge United Kingdom ； University of Oxford Oxford United Kingdom ； University of Toronto \& Vector Institute Toronto Canada ； University of Cambridge ； University of Oxford ； University of Toronto \& Vector Institute 纠错

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

Comments To appear in the 2nd ACM Workshop on Large AI Systems and Models with Privacy and Security Analysis

Enhancing the Plasmonic Hotspot Density via Structural Engineering of Multi-layered MoO3-Ag-Au Systems Under Extreme Electronic Excitation Conditions for Ultra-Sensitive SERS Applications

Om Prakash, Sharmistha Dey, Mayur Khan, Abhijith T, Udai Bhan Singh, Ambuj Tripathi, Santanu Ghosh

专题命中 其他LLM ：prompting(abstract)

Coupled Degradation Modeling and Fusion: A VLM-Guided Degradation-Coupled Network for Degradation-Aware Infrared and Visible Image Fusion

Tianpei Zhang, Jufeng Zhao, Yiming Zhu, Guangmang Cui

专题命中 其他LLM ：language model(abstract)

How Students Use Generative AI for Software Testing: An Observational Study

Baris Ardic, Quentin Le Dilavrec, Andy Zaidman

专题命中 其他LLM ：prompting(abstract)

Comments 39 pages, 6 figures, journal submission