语言大模型 / LLM

Acquiring Common Chinese Emotional Events Using Large Language Model

Ya Wang, Guangzheng Zhu, Cungen Cao, Jingjing Li, He Li, Xin Huang

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；prompting(abstract)

Comments I am the second author (Guangzheng Zhu) and I am submitting this paper on behalf of all co-authors

Scalable Medication Extraction and Discontinuation Identification from Electronic Health Records Using Large Language Models

Chong Shao, Douglas Snyder, Chiran Li, Bowen Gu, Kerry Ngan, Chun-Ting Yang, Jiageng Wu, Richard Wyss, Kueiyu Joshua Lin, Jie Yang

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；prompting(abstract)

Connectomics Informed by Large Language Models

Elinor Thompson, Tiantian He, Anna Schroder, Ahmed Abdulaal, Alec Sargood, Sonja Soskic, Henry F. J. Tregidgo, Daniel C. Alexander

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；prompting(abstract)

Comments 35 pages, 10 figures

Trustworthiness Calibration Framework for Phishing Email Detection Using Large Language Models

Daniyal Ganiuly, Assel Smaiyl

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments 10 pages, 5 figures

Applying Large Language Models to Travel Satisfaction Analysis

Pengfei Xu, Donggen Wang

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Grounded in Reality: Learning and Deploying Proactive LLM from Offline Logs

Fei Wei, Daoyuan Chen, Ce Wang, Yilun Huang, Yushuo Chen, Xuchen Pan, Yaliang Li, Bolin Ding

机构 * Alibaba Group（阿里巴巴集团） 纠错

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

Comments 27 pages, 5 figures

Mind the Blind Spots: A Focus-Level Evaluation Framework for LLM Reviews

Hyungyu Shin, Jingyu Tang, Yoonjoo Lee, Nayoung Kim, Hyunseung Lim, Ji Yong Cho, Hwajung Hong, Moontae Lee, Juho Kim

机构 * KAIST（韩国科学技术院） ； Huazhong University of Science and Technology（华中科技大学） ； LG AI Research（LG人工智能研究） ； University of Illinois Chicago（伊利诺伊大学香槟分校） 纠错

专题命中 评测与基准 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments EMNLP 2025 Oral

UA-Code-Bench: A Competitive Programming Benchmark for Evaluating LLM Code Generation in Ukrainian

Mykyta Syromiatnikov, Victoria Ruvinskaya

专题命中 评测与基准 ：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 8 pages, 5 figures. XI International conference "Informatics. Culture. Technique." (2025)

Journal ref XI International conference "Informatics. Culture. Technique." (2025) 308-314

USF-MAE: Ultrasound Self-Supervised Foundation Model with Masked Autoencoding

Youssef Megahed, Robin Ducharme, Aylin Erman, Mark Walker, Steven Hawken, Adrian D. C. Chan

机构 * Department of Systems and Computer Engineering, Carleton University（系统与计算机工程系，卡尔顿大学） ； Department of Clinical Science and Translational Medicine, University of Ottawa（临床科学与转化医学系，渥太华大学） ； Department of Obstetrics and Gynecology, University of Ottawa（妇产科系，渥太华大学） ； School of Epidemiology and Public Health, University of Ottawa（流行病学与公共卫生学院，渥太华大学） ； Department of Methodological and Implementation Research, Ottawa Hospital Research Institute（方法学与实施研究系，渥太华医院研究学院） ； Department of Acute Care Research, Ottawa Hospital Research Institute（急症护理研究系，渥太华医院研究学院） 纠错

专题命中 评测与基准 ：foundation model(title,abstract)；pretraining(abstract)；分类 cs.AI

Comments 18 pages, 8 figures, 2 tables

What Are the Facts? Automated Extraction of Court-Established Facts from Criminal-Court Opinions

Klára Bendová, Tomáš Knap, Jan Černý, Vojtěch Pour, Jaromir Savelka, Ivana Kvapilíková, Jakub Drápal

机构 * Faculty of Law, Charles University, Prague, Czechia（法律学院，查尔斯大学，捷克共和国） ； Faculty of Mathematics and Physics, Charles University, Prague, Czechia（数学与物理学院，查尔斯大学，捷克共和国） ； School of Computer Science, Carnegie Mellon University, Pittsburgh PA, USA（计算机科学学院，卡内基梅隆大学，美国） 纠错

专题命中 评测与基准 ：LLM(abstract)；large language model(abstract)；language model(abstract)；prompting(abstract)

Comments Paper accepted to the proceedings of ASAIL 2025 Workshop under ICAIL conference for publication. Paper contains 6 pages (references included) and 2 appendices. It contains 8 tables, no figures

TimeCopilot

Azul Garza, Renée Rosillo

机构 * San Francisco, CA, USA（美国加州旧金山） 纠错

专题命中 评测与基准 ：LLM(abstract)；large language model(abstract)；language model(abstract)；foundation model(abstract)

Pluralistic Behavior Suite: Stress-Testing Multi-Turn Adherence to Custom Behavioral Policies

Prasoon Varshney, Makesh Narsimhan Sreedhar, Liwei Jiang, Traian Rebedea, Christopher Parisien

机构 * NVIDIA 纠错

专题命中 评测与基准 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted at the Multi-Turn Interactions workshop at the 39th Conference on Neural Information Processing Systems (NeurIPS 2025)

Robust Neural Audio Fingerprinting using Music Foundation Models

Shubhr Singh, Kiran Bhat, Xavier Riley, Benjamin Resnick, John Thickstun, Walter De Brouwer

机构 * SoundPatrol ； Cornell University（康奈尔大学） 纠错

专题命中 评测与基准 ：foundation model(title,abstract)；分类 cs.AI

A benchmark multimodal oro-dental dataset for large vision-language models

Haoxin Lv, Ijazul Haq, Jin Du, Jiaxin Ma, Binnian Zhu, Xiaobing Dang, Chaoan Liang, Ruxu Du, Yingjie Zhang, Muhammad Saqib

专题命中 评测与基准 ：language model(title,abstract)；分类 cs.AI

Query Generation Pipeline with Enhanced Answerability Assessment for Financial Information Retrieval

Hyunkyu Kim, Yeeun Yoo, Youngjun Kwak

机构 * Kakaobank Seongnam-si Republic of Korea（韩国首尔市韩国 Kakao银行） 纠错

专题命中 评测与基准 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments Accepted(Oral) by ICAIF 2025. Hyunkyu Kim and Yeeun Yoo contributed equally to this work

Enhancing Public Speaking Skills in Engineering Students Through AI

Amol Harsh, Brainerd Prince, Siddharth Siddharth, Deepan Raj Prabakar Muthirayan, Kabir S Bhalla, Esraaj Sarkar Gupta, Siddharth Sahu

机构 * Center for Thinking, Language and Communication（思考、语言与交流中心） ； Plaksha University（普拉克斯大学） 纠错

专题命中 评测与基准 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Learning to reason about rare diseases through retrieval-augmented agents

Ha Young Kim, Jun Li, Ana Beatriz Solana, Carolin M. Pirkl, Benedikt Wiestler, Julia A. Schnabel, Cosmin I. Bercea

机构 * Technical University of Munich（慕尼黑技术大学） ； GE HealthCare（GE医疗） ； Munich Center for Machine Learning（慕尼黑机器学习中心） ； Klinikum Rechts der Isar（莱布尼茨医院） ； Helmholtz Munich（亥姆霍兹慕尼黑研究中心） ； King's College London（伦敦国王学院） 纠错

专题命中 评测与基准 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Submitted on behalf of the PREDICTOM consortium

MorphTok: Morphologically Grounded Tokenization for Indian Languages

Maharaj Brahma, N J Karthika, Atul Singh, Devaraj Adiga, Smruti Bhate, Ganesh Ramakrishnan, Rohit Saluja, Maunendra Sankar Desarkar

专题命中 评测与基准 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Accepted at Tokenization Workshop (TokShop), ICML 2025

Evaluating Subword Tokenization Techniques for Bengali: A Benchmark Study with BengaliBPE

Firoj Ahmmed Patwary, Abdullah Al Noman

专题命中 评测与基准 ：language model(abstract)；pretraining(abstract)；分类 cs.CL

Comments 10 pages, 3 figures, 3 tables

Toward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs

Xingang Guo, Yaxin Li, Xiangyi Kong, Yilan Jiang, Xiayu Zhao, Zhihua Gong, Yufan Zhang, Daixuan Li, Tianle Sang, Beixiao Zhu, Gregory Jun, Yingbing Huang, Yiqi Liu, Yuqi Xue, Rahul Dev Kundu, Qi Jian Lim, Yizhou Zhao, Luke Alexander Granger, Mohamed Badr Younis, Darioush Keivan, Nippun Sabharwal, Shreyanka Sinha, Prakhar Agarwal, Kojo Vandyck, Hanlin Mai, Zichen Wang, Aditya Venkatesh, Ayush Barik, Jiankun Yang, Chongying Yue, Jingjie He, Libin Wang, Licheng Xu, Hao Chen, Jinwen Wang, Liujun Xu, Rushabh Shetty, Ziheng Guo, Dahui Song, Manvi Jha, Weijie Liang, Weiman Yan, Bryan Zhang, Sahil Bhandary Karnoor, Jialiang Zhang, Rutva Pandya, Xinyi Gong, Mithesh Ballae Ganesh, Feize Shi, Ruiling Xu, Yifan Zhang, Yanfeng Ouyang, Lianhui Qin, Elyse Rosenbaum, Corey Snyder, Peter Seiler, Geir Dullerud, Xiaojia Shelly Zhang, Zuofu Cheng, Pavan Kumar Hanumolu, Jian Huang, Mayank Kulkarni, Mahdi Namazifar, Huan Zhang, Bin Hu

机构 * University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； University of Pennsylvania（宾夕法尼亚大学） ； University of California San Diego（加州大学圣地亚哥分校） ； University of Michigan（密歇根大学） ； Amazon AGI（亚马逊人工通用智能） 纠错

专题命中 评测与基准 ：large language model(abstract)；language model(abstract)

Comments To Appear in NeurIPS 2025 Datasets & Benchmarks Track

BiPETE: A Bi-Positional Embedding Transformer Encoder for Risk Assessment of Alcohol and Substance Use Disorder with Electronic Health Records

Daniel S. Lee, Mayra S. Haedo-Cruz, Chen Jiang, Oshin Miranda, LiRong Wang

专题命中 评测与基准 ：pretraining(abstract)；分类 cs.AI、cs.LG

Comments 20 pages, 2 figures, 6 tables, 2 supplementary figures, 4 supplementary tables, submitted to Journal of Biomedical Informatics on 6 Nov, 2025

IndicVisionBench: Benchmarking Cultural and Multilingual Understanding in VLMs

Ali Faraz, Akash, Shaharukh Khan, Raja Kolla, Akshat Patidar, Suranjan Goswami, Abhinav Ravi, Chandra Khatri, Shubham Agarwal

机构 * Krutrim AI ； OLA Electric 纠错

专题命中 评测与基准 ：language model(abstract)；分类 cs.AI、cs.LG

ConVerse: Benchmarking Contextual Safety in Agent-to-Agent Conversations

Amr Gomaa, Ahmed Salem, Sahar Abdelnabi

机构 * German Research Center for Artificial Intelligence (DFKI)（德国人工智能研究中心（DFKI）） ； Microsoft（微软） ； ELLIS Institute Tübingen and MPI for Intelligent Systems（图宾根ELLIS研究所和智能系统研究所） ； Tübingen AI Center（图宾根人工智能中心） 纠错

专题命中 评测与基准 ：language model(abstract)；分类 cs.CL

On the Brittleness of CLIP Text Encoders

Allie Tran, Luca Rossetto

机构 * Dublin City University（都柏林城市大学） 纠错

专题命中 评测与基准 ：language model(abstract)；分类 cs.AI

Comments Accepted for publication at MMM'26. Analysis code can be found here: https://github.com/allie-tran/clip-brittleness

A Toolbox for Improving Evolutionary Prompt Search

Daniel Grießhaber, Maximilian Kimmich, Johannes Maucher, Ngoc Thang Vu

机构 * Institute for Applied Artificial Intelligence (IAAI), Stuttgart Media University（应用人工智能研究所（IAAI）、斯图加特媒体大学） ； Institute for Natural Language Processing (IMS), University of Stuttgart（自然语言处理研究所（IMS）、斯图加特大学） 纠错

专题命中 评测与基准 ：LLM(abstract)；分类 cs.CL

Surprisal reveals diversity gaps in image captioning and different scorers change the story

Nikolai Ilinykh, Simon Dobnik

机构 * Centre for Linguistic Theory and Studies in Probability (CLASP), Department of Philosophy, Linguistics and Theory of Science (FLoV), University of Gothenburg（语言理论与概率研究中心（CLASP）、哲学、语言学与科学理论系（FLoV）、哥德堡大学） 纠错

专题命中 评测与基准 ：language model(abstract)；分类 cs.CL

Comments Accepted and presented at INLG 2025

Synthetic Voice Data for Automatic Speech Recognition in African Languages

Brian DeRenzi, Anna Dixon, Mohamed Aymane Farhi, Christian Resch

机构 * Dimagi ； CLEAR Global 纠错

专题命中 评测与基准 ：LLM(abstract)；分类 cs.CL

Comments 29 pages incl. appendix, 8 tables, 5 figures. Authors are listed in alphabetical order

Journal ref Proceedings of the 1st Workshop on Advancing NLP for Low-Resource Languages associated with RANLP (2025) 152-186

STARC-9: A Large-scale Dataset for Multi-Class Tissue Classification for CRC Histopathology

Barathi Subramanian, Rathinaraja Jeyaraj, Mitchell Nevin Peterson, Terry Guo, Nigam Shah, Curtis Langlotz, Andrew Y. Ng, Jeanne Shen

专题命中 评测与基准 ：foundation model(abstract)

Comments 37 pages, 18 figures, Accepted in NeurIPS 2025

EditInfinity: Image Editing with Binary-Quantized Generative Models

Jiahuan Wang, Yuxin Chen, Jun Yu, Guangming Lu, Wenjie Pei

机构 * Harbin Institute of Technology, Shenzhen（哈尔滨工业大学（深圳）） ； The Hong Kong University of Science and Technology（香港科技大学） 纠错

专题命中 评测与基准 ：prompting(abstract)

Comments 28 pages, 13 figures, accepted by The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025)