语言大模型 / LLM

X-Prompt: Towards Universal In-Context Image Generation in Auto-Regressive Vision Language Foundation Models

Zeyi Sun, Ziyang Chu, Pan Zhang, Tong Wu, Xiaoyi Dong, Yuhang Zang, Yuanjun Xiong, Dahua Lin, Jiaqi Wang

机构 * Shanghai Jiao Tong University（上海交通大学） ； Shanghai AI Laboratory（上海人工智能实验室） ； Tsinghua University（清华大学） ； The Chinese University of Hong Kong（香港中文大学） ； CPII under InnoHK（创新香港科技促进会） ； MThreads AI 纠错

专题命中 领域大模型 ：foundation model(title)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments code: https://github.com/SunzeY/X-Prompt

Intern-S1: A Scientific Multimodal Foundation Model

Lei Bai, Zhongrui Cai, Yuhang Cao, Maosong Cao, Weihan Cao, Chiyu Chen, Haojiong Chen, Kai Chen, Pengcheng Chen, Ying Chen, Yongkang Chen, Yu Cheng, Pei Chu, Tao Chu, Erfei Cui, Ganqu Cui, Long Cui, Ziyun Cui, Nianchen Deng, Ning Ding, Nanqing Dong, Peijie Dong, Shihan Dou, Sinan Du, Haodong Duan, Caihua Fan, Ben Gao, Changjiang Gao, Jianfei Gao, Songyang Gao, Yang Gao, Zhangwei Gao, Jiaye Ge, Qiming Ge, Lixin Gu, Yuzhe Gu, Aijia Guo, Qipeng Guo, Xu Guo, Conghui He, Junjun He, Yili Hong, Siyuan Hou, Caiyu Hu, Hanglei Hu, Jucheng Hu, Ming Hu, Zhouqi Hua, Haian Huang, Junhao Huang, Xu Huang, Zixian Huang, Zhe Jiang, Lingkai Kong, Linyang Li, Peiji Li, Pengze Li, Shuaibin Li, Tianbin Li, Wei Li, Yuqiang Li, Dahua Lin, Junyao Lin, Tianyi Lin, Zhishan Lin, Hongwei Liu, Jiangning Liu, Jiyao Liu, Junnan Liu, Kai Liu, Kaiwen Liu, Kuikun Liu, Shichun Liu, Shudong Liu, Wei Liu, Xinyao Liu, Yuhong Liu, Zhan Liu, Yinquan Lu, Haijun Lv, Hongxia Lv, Huijie Lv, Qitan Lv, Ying Lv, Chengqi Lyu, Chenglong Ma, Jianpeng Ma, Ren Ma, Runmin Ma, Runyuan Ma, Xinzhu Ma, Yichuan Ma, Zihan Ma, Sixuan Mi, Junzhi Ning, Wenchang Ning, Xinle Pang, Jiahui Peng, Runyu Peng, Yu Qiao, Jiantao Qiu, Xiaoye Qu, Yuan Qu, Yuchen Ren, Fukai Shang, Wenqi Shao, Junhao Shen, Shuaike Shen, Chunfeng Song, Demin Song, Diping Song, Chenlin Su, Weijie Su, Weigao Sun, Yu Sun, Qian Tan, Cheng Tang, Huanze Tang, Kexian Tang, Shixiang Tang, Jian Tong, Aoran Wang, Bin Wang, Dong Wang, Lintao Wang, Rui Wang, Weiyun Wang, Wenhai Wang, Jiaqi Wang, Yi Wang, Ziyi Wang, Ling-I Wu, Wen Wu, Yue Wu, Zijian Wu, Linchen Xiao, Shuhao Xing, Chao Xu, Huihui Xu, Jun Xu, Ruiliang Xu, Wanghan Xu, GanLin Yang, Yuming Yang, Haochen Ye, Jin Ye, Shenglong Ye, Jia Yu, Jiashuo Yu, Jing Yu, Fei Yuan, Yuhang Zang, Bo Zhang, Chao Zhang, Chen Zhang, Hongjie Zhang, Jin Zhang, Qiaosheng Zhang, Qiuyinzhe Zhang, Songyang Zhang, Taolin Zhang, Wenlong Zhang, Wenwei Zhang, Yechen Zhang, Ziyang Zhang, Haiteng Zhao, Qian Zhao, Xiangyu Zhao, Xiangyu Zhao, Bowen Zhou, Dongzhan Zhou, Peiheng Zhou, Yuhao Zhou, Yunhua Zhou, Dongsheng Zhu, Lin Zhu, Yicheng Zou

机构 * Intern-S1 Team（Intern-S1团队） 纠错

专题命中 领域大模型 ：foundation model(title,abstract)；post-training(abstract)；分类 cs.CL、cs.LG

LLM-Based Intelligent Agents for Music Recommendation: A Comparison with Classical Content-Based Filtering

Ronald Carvalho Boadana, Ademir Guimarães da Costa Junior, Ricardo Rios, Fábio Santos da Silva

专题命中 领域大模型 ：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments 12 pages, in Portuguese language, 2 figures, 5 tables, 3 formulas. To be published in the Proceedings of the Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2025)

TokenRec: Learning to Tokenize ID for LLM-based Generative Recommendation

Haohao Qu, Wenqi Fan, Zihuai Zhao, Qing Li

机构 * Department of Computing, The Hong Kong Polytechnic University（计算机系，香港理工大学） 纠错

专题命中 领域大模型 ：LLM(title,abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted by IEEE TKDE. Codes and data are available at https://github.com/Quhaoh233/TokenRec

DepressLLM: Interpretable domain-adapted language model for depression detection from real-world narratives

Sehwan Moon, Aram Lee, Jeong Eun Kim, Hee-Ju Kang, Il-Seon Shin, Sung-Wan Kim, Jae-Min Kim, Min Jhon, Ju-Wan Kim

专题命中 领域大模型 ：language model(title,abstract)；large language model(abstract)；分类 cs.CL、cs.AI

Dual Information Speech Language Models for Emotional Conversations

Chun Wang, Chenyang Liu, Wenze Xu, Weihong Deng

机构 * Mashang Consumer Finance Co., Ltd.（玛莎消费金融有限公司） ； The University of Sydney（悉尼大学） 纠错

专题命中 领域大模型 ：language model(title,abstract)；large language model(abstract)；分类 cs.CL、cs.AI

Comments Presented at IEEE ICME 2025

Prompting Science Report 3: I'll pay you or I'll kill you -- but will you care?

Lennart Meincke, Ethan Mollick, Lilach Mollick, Dan Shapiro

专题命中 领域大模型 ：prompting(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Multimodal Forecasting of Sparse Intraoperative Hypotension Events Powered by Language Model

Jintao Zhang, Zirui Liu, Mingyue Cheng, Shilong Zhang, Tingyue Pan, Yitong zhou, Qi Liu, Yanhu Xie

机构 * University of Science and Technology of China（中国科学技术大学） ； The First Affiliated Hospital of University of Science and Technology of China（中国科学技术大学第一附属医院） 纠错

专题命中 领域大模型 ：language model(title,abstract)；pretraining(abstract)；分类 cs.CL、cs.AI

Backtranslation and paraphrasing in the LLM era? Comparing data augmentation methods for emotion classification

Łukasz Radliński, Mateusz Guściora, Jan Kocoń

机构 * Department of Artificial Intelligence, Wrocław University of Science and Technology（人工智能系，波兹南理工大学） 纠错

专题命中 领域大模型 ：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments International Conference on Computational Science 2025

Journal ref Computational Science - ICCS 2025, Lecture Notes in Computer Science, vol. 14730, Springer, 2025, pp. 3-17

LLM Benchmarking with LLaMA2: Evaluating Code Development Performance Across Multiple Programming Languages

Patrick Diehl, Nojoud Nader, Maxim Moraru, Steven R. Brandt

专题命中 领域大模型 ：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

General Methods Make Great Domain-specific Foundation Models: A Case-study on Fetal Ultrasound

Jakob Ambsdorf, Asbjørn Munk, Sebastian Llambias, Anders Nymark Christensen, Kamil Mikolaj, Randall Balestriero, Martin Tolsgaard, Aasa Feragen, Mads Nielsen

机构 * University of Copenhagen（哥本哈根大学） ； Technical University of Denmark（丹麦技术大学） ； Copenhagen Academy of Medical Education and Simulation (CAMES)（哥本哈根医学教育与模拟学院） ； Copenhagen University Hospital Rigshospitalet（哥本哈根大学医院拉格比医院） ； Brown University（布朗大学） ； Pioneer Centre for AI（先锋人工智能中心） 纠错

专题命中 领域大模型 ：foundation model(title,abstract)；pretraining(abstract)；分类 cs.AI、cs.LG

Comments Submitted version of paper accepted at MICCAI 2025

Initial Investigation of LLM-Assisted Development of Rule-Based Clinical NLP System

Jianlin Shi, Brian T. Bucher

专题命中 领域大模型 ：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Nature Language Model: Deciphering the Language of Nature for Scientific Discovery

Yingce Xia, Peiran Jin, Shufang Xie, Liang He, Chuan Cao, Renqian Luo, Guoqing Liu, Yue Wang, Zequn Liu, Yuan-Jyue Chen, Zekun Guo, Yeqi Bai, Pan Deng, Yaosen Min, Ziheng Lu, Hongxia Hao, Han Yang, Jielan Li, Chang Liu, Jia Zhang, Jianwei Zhu, Ran Bi, Kehan Wu, Wei Zhang, Kaiyuan Gao, Qizhi Pei, Qian Wang, Xixian Liu, Yanting Li, Houtian Zhu, Yeqing Lu, Mingqian Ma, Zun Wang, Tian Xie, Krzysztof Maziarz, Marwin Segler, Zhao Yang, Zilong Chen, Yu Shi, Shuxin Zheng, Lijun Wu, Chen Hu, Peggy Dai, Tie-Yan Liu, Haiguang Liu, Tao Qin

机构 * Microsoft Research AI for Science（微软研究院人工智能与科学） 纠错

专题命中 领域大模型 ：language model(title,abstract)；foundation model(abstract)；分类 cs.AI、cs.LG

Comments 95 pages

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

LASA Team, Weiwen Xu, Hou Pong Chan, Long Li, Mahani Aljunied, Ruifeng Yuan, Jianyu Wang, Chenghao Xiao, Guizhen Chen, Chaoqun Liu, Zhaodonghui Li, Yu Sun, Junao Shen, Chaojun Wang, Jie Tan, Deli Zhao, Tingyang Xu, Hao Zhang, Yu Rong

机构 * DAMO Academy, Alibaba Group（达摩院，阿里巴巴集团） 纠错

专题命中 领域大模型 ：foundation model(title)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Technical Report, 53 pages, 25 tables, and 16 figures. Our webpage is https://alibaba-damo-academy.github.io/lingshu/

The Curious Language Model: Strategic Test-Time Information Acquisition

Michael Cooper, Rohan Wadhawan, John Michael Giorgi, Chenhao Tan, Davis Liang

专题命中 领域大模型 ：language model(title,abstract)；large language model(abstract)；分类 cs.CL、cs.LG

Comments 39 pages

NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction

Qichao Wang, Ziqiao Meng, Wenqian Cui, Yifei Zhang, Pengcheng Wu, Bingzhe Wu, Irwin King, Liang Chen, Peilin Zhao

机构 * Tencent（腾讯） ； National University of Singapore（新加坡国立大学） ； The Chinese University of Hong Kong（香港中文大学） ； Nanyang Technological University（南洋理工大学） ； Shenzhen University（深圳大学） 纠错

专题命中 领域大模型 ：language model(title,abstract)；large language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted by ICML 2025

Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time Series

Weijia Zhang, Chenlong Yin, Hao Liu, Hui Xiong

机构 * HKUST(GZ)（香港科技大学（广州）） 纠错

专题命中 领域大模型 ：language model(title,abstract)；foundation model(abstract)；分类 cs.AI、cs.LG

Comments Accepted by KDD'25

AUTOCT: Automating Interpretable Clinical Trial Prediction with LLM Agents

Fengze Liu, Haoyu Wang, Joonhyuk Cho, Dan Roth, Andrew W. Lo

机构 * University of Pennsylvania（宾夕法尼亚大学） ； Massachusetts Institute of Technology（麻省理工学院） 纠错

专题命中 领域大模型 ：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

MMSciBench: Benchmarking Language Models on Chinese Multimodal Scientific Problems

Xinwu Ye, Chengfan Li, Siming Chen, Wei Wei, Xiangru Tang

机构 * Department of Computer Science, Yale University（耶鲁大学计算机科学系） ； Department of Computer Science, Brown University（布朗大学计算机科学系） ； School of Data Science, Fudan University（复旦大学数据科学学院） ； Shanghai Key Laboratory of Data Science（上海数据科学关键实验室） ； Datawiz LLC 纠错

专题命中 领域大模型 ：language model(title,abstract)；large language model(abstract)；分类 cs.CL、cs.LG

Comments Accepted to the Findings of the Association for Computational Linguistics (ACL 2025)

If Eleanor Rigby Had Met ChatGPT: A Study on Loneliness in a Post-LLM World

Adrian de Wynter

机构 * Microsoft（微软公司） ； University of York（约克大学） 纠错

专题命中 领域大模型 ：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted to ACL 2025 (main)

OmniArch: Building Foundation Model For Scientific Computing

Tianyu Chen, Haoyi Zhou, Ying Li, Hao Wang, Chonghan Gao, Rongye Shi, Shanghang Zhang, Jianxin Li

专题命中 领域大模型 ：foundation model(title,abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments ICML 2025

LLM-based Prompt Ensemble for Reliable Medical Entity Recognition from EHRs

K M Sajjadul Islam, Ayesha Siddika Nipu, Jiawei Wu, Praveen Madiraju

机构 * Marquette University（马歇尔大学） ； University of Wisconsin-Milwaukee（威斯康星大学密尔沃基分校） ； Medical College of Wisconsin（威斯康星医学学院） 纠错

专题命中 领域大模型 ：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments IEEE 26th International Conference on Information Reuse and Integration for Data Science (IRI 2025), San Jose, CA, USA

SAMGPT: Text-free Graph Foundation Model for Multi-domain Pre-training and Cross-domain Adaptation

Xingtong Yu, Zechuan Gong, Chang Zhou, Yuan Fang, Hui Zhang

专题命中 领域大模型 ：foundation model(title)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted by WWW2025 Main Track

KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis

Kaiwen Zuo, Yirui Jiang, Fan Mo, Pietro Lio

专题命中 领域大模型 ：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments 10 pages,5 figures,published to AAAI-25 Bridge Program

Understanding Social Support Needs in Questions: A Hybrid Approach Integrating Semi-Supervised Learning and LLM-based Data Augmentation

Junwei Kuang, Liang Yang, Shaoze Cui, Weiguo Fan

专题命中 领域大模型 ：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 55 pages

An LLM-Based Approach for Insight Generation in Data Analysis

Alberto Sánchez Pérez, Alaa Boukhary, Paolo Papotti, Luis Castejón Lozano, Adam Elwood

专题命中 领域大模型 ：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted for publication at NAACL 2025

The in-context inductive biases of vision-language models differ across modalities

Kelsey Allen, Ishita Dasgupta, Eliza Kosoy, Andrew K. Lampinen

专题命中 领域大模型 ：language model(title,abstract)；foundation model(abstract)；分类 cs.CL、cs.LG

Comments 11 pages

MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model

Junjie Li, Yang Liu, Weiqing Liu, Shikai Fang, Lewen Wang, Chang Xu, Jiang Bian

专题命中 领域大模型 ：foundation model(title,abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments 35 pages, 26 figures, ICLR 2025

RetSTA: An LLM-Based Approach for Standardizing Clinical Fundus Image Reports

Jiushen Cai, Weihang Zhang, Hanruo Liu, Ningli Wang, Huiqi Li

专题命中 领域大模型 ：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support

Guoxin Wang, Minyu Gao, Shuai Yang, Ya Zhang, Lizhi He, Liang Huang, Hanlin Xiao, Yexuan Zhang, Wanyue Li, Lu Chen, Jintao Fei, Xin Li

专题命中 领域大模型 ：language model(title,abstract)；large language model(abstract)；分类 cs.CL、cs.AI