语言大模型 / LLM

From Reviews to Actionable Insights: An LLM-Based Approach for Attribute and Feature Extraction

Khaled Boughanmi, Kamel Jedidi, Nour Jedidi

机构 * Samuel Curtis Johnson Graduate School of Management, Cornell University（科恩椭圆管理研究生院，康奈尔大学） ； Columbia Business School（哥伦比亚商学院） ； University of Waterloo（滑铁卢大学） 纠错

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

metaTextGrad: Automatically optimizing language model optimizers

Guowei Xu, Mert Yuksekgonul, Carlos Guestrin, James Zou

机构 * Tsinghua University（清华大学） ； Stanford University（斯坦福大学） 纠错

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

Comments 21 pages, 2 figures

Journal ref NeurIPS 2025

How many samples to label for an application given a foundation model? Chest X-ray classification study

Nikolay Nechaev, Evgeniia Przhezdzetskaia, Viktor Gombolevskiy, Dmitry Umerenkov, Dmitry Dylov

机构 * AIRI ； Scoltech 纠错

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

Comments 8 pages, 5 figures

Algorithmic Fairness in NLP: Persona-Infused LLMs for Human-Centric Hate Speech Detection

Ewelina Gajewska, Arda Derbent, Jaroslaw A Chudziak, Katarzyna Budzynska

机构 * Warsaw University of Technology（华沙技术大学） 纠错

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

Comments This paper has been accepted for the upcoming 59th Hawaii International Conference on System Sciences (HICSS-59), 2026, Hawaii, USA. The final published version will appear in the official conference proceedings

When Your AI Agent Succumbs to Peer-Pressure: Studying Opinion-Change Dynamics of LLMs

Aliakbar Mehdizadeh, Martin Hilbert

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

Towards Better Health Conversations: The Benefits of Context-seeking

Rory Sayres, Yuexing Hao, Abbi Ward, Amy Wang, Beverly Freeman, Serena Zhan, Diego Ardila, Jimmy Li, I-Ching Lee, Anna Iurchenko, Siyi Kou, Kartikeya Badola, Jimmy Hu, Bhawesh Kumar, Keith Johnson, Supriya Vijay, Justin Krogue, Avinatan Hassidim, Yossi Matias, Dale R. Webster, Sunny Virmani, Yun Liu, Quang Duong, Mike Schaekermann

机构 * Google Research（谷歌研究） 纠错

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

gem5 Co-Pilot: AI Assistant Agent for Architectural Design Space Exploration

Zuoming Fu, Alex Manley, Mohammad Alian

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

Comments Accepted by CAMS25, October, 2025, Seoul, Republic of Korea

C2T-ID: Converting Semantic Codebooks to Textual Document Identifiers for Generative Search

Yingchen Zhang, Ruqing Zhang, Jiafeng Guo, Wenjun Peng, Sen Li, Fuyu Lv, Xueqi Cheng

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

Detecting AI-Assisted Cheating in Online Exams through Behavior Analytics

Gökhan Akçapınar

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

Comments Accepted in the Proceedings of the IADIS International Conference on Cognition and Exploratory Learning in the Digital Age (CELDA), 2025

With Limited Data for Multimodal Alignment, Let the STRUCTURE Guide You

Fabian Gröger, Shuo Wen, Huyen Le, Maria Brbić

机构 * EPFL（瑞士联邦理工学院） ； University of Basel（巴塞尔大学） ； HSLU（苏黎世联邦理工学院） 纠错

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

Comments NeurIPS 2025 camera-ready

Directive, Metacognitive or a Blend of Both? A Comparison of AI-Generated Feedback Types on Student Engagement, Confidence, and Outcomes

Omar Alsaiari, Nilufar Baghaei, Jason M. Lodge, Omid Noroozi, Dragan Gašević, Marie Boden, Hassan Khosravi

机构 * School of Electrical Engineering and Computer Science（电气工程与计算机科学学院） ； The University of Queensland（昆士兰大学） ； Department of Computer Science, College of Science and Arts（计算机科学系，科学与艺术学院） ； Najran University（纳杰兰大学） ； School of Education（教育学院） ； Faculty of Education and Learning Sciences（教育与学习科学学院） ； Wageningen University and Research（瓦赫宁根大学与研究中心） ； Faculty of Information Technology（信息技术学院） ； Monash University（墨尔本大学） ； Institute for Teaching and Learning Innovation（教学与学习创新研究所） 纠错

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

Refugees of the Digital Space: Platform Migration from TikTok to RedNote

Ziyue Feng, Tianjia Dong, Zheya Lei

专题命中 其他LLM ：prompting(abstract)

SongBloom: Coherent Song Generation via Interleaved Autoregressive Sketching and Diffusion Refinement

Chenyu Yang, Shuai Wang, Hangting Chen, Wei Tan, Jianwei Yu, Haizhou Li

专题命中 其他LLM ：language model(abstract)

Comments Accepted by NeurIPS2025