语言大模型 / LLM

Assessing the Reliability and Validity of Large Language Models for Automated Assessment of Student Essays in Higher Education

Andrea Gaggioli, Giuseppe Casaburi, Leonardo Ercolani, Francesco Collova', Pietro Torre, Fabrizio Davide

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

Comments 24 pages (including appendix), 12 tables, 1 figure

TMIQ: Quantifying Test and Measurement Domain Intelligence in Large Language Models

Emmanuel A. Olowe, Danial Chitnis

机构 * School of Engineering The University of Edinburgh Edinburgh, UK（工程学院 伦敦大学爱丁堡分校 英国） 纠错

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

Comments accepted in IEEE I2MTC 2025

Journal ref 2025 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)

Fine-grained Alignment of Large Language Models for General Medication Recommendation without Overprescription

Zihao Zhao, Chenxiao Fan, Junlong Liu, Zheng Wang, Xiangnan He, Chongming Gao, Juan Li, Fuli Feng

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)

InfiniteHBD: Building Datacenter-Scale High-Bandwidth Domain for LLM with Optical Circuit Switching Transceivers

Chenchen Shou, Guyue Liu, Hao Nie, Huaiyu Meng, Yu Zhou, Yimin Jiang, Wenqing Lv, Yelong Xu, Yuanwei Lu, Zhang Chen, Yanbo Yu, Yichen Shen, Yibo Zhu, Daxin Jiang

机构 * Peking University（北京大学） ； StepFun ； Lightelligence Pte. Ltd.（Lightelligence公司） 纠错

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

LLM-Assisted Model-Based Fuzzing of Protocol Implementations

Changze Huang, Di Wang, Zhi Quan Zhou

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)

ProKG-Dial: Progressive Multi-Turn Dialogue Construction with Domain Knowledge Graphs

Yuanyuan Liang, Xiaoman Wang, Tingyu Xie, Lei Pan

机构 * East China Normal University（东中国师范大学） ； Zhejiang University（浙江大學） ； AISpeech 纠错

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

Comments 15 pages

CCSBench: Evaluating Compositional Controllability in LLMs for Scientific Document Summarization

Yixi Ding, Jiaying Wu, Tongyao Zhu, Yanxia Qin, Qian Liu, Min-Yen Kan

机构 * National University of Singapore（新加坡国立大学） ； Singapore University of Technology and Design（新加坡科技设计大学） ； Sea AI Lab（Sea AI实验室） 纠错

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

Comments Accepted to KDD 2025 SciSoc LLM Workshop: Large Language Models for Scientific and Societal Advances

The AI-Augmented Research Process: A Historian's Perspective

Christian Henriot

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments 57 pages, 6 figures

OpenMed NER: Open-Source, Domain-Adapted State-of-the-Art Transformers for Biomedical NER Across 12 Public Datasets

Maziyar Panahi

机构 * CNRS Paris, France（法国巴黎国家科学研究中心） 纠错

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

Cross-Domain Web Information Extraction at Pinterest

Michael Farag, Patrick Halina, Andrey Zaytsev, Alekhya Munagala, Imtihan Ahmed, Junhao Wang

机构 * Pinterest 纠错

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

ChEmbed: Enhancing Chemical Literature Search Through Domain-Specific Text Embeddings

Ali Shiraee Kasmaee, Mohammad Khodadad, Mehdi Astaraki, Mohammad Arshi Saloot, Nicholas Sherck, Hamidreza Mahyar, Soheila Samiee

机构 * Department of Computational Science and Engineering（计算科学与工程系） ； McMaster University（麦斯特大学） ； BASF Canada Inc（巴斯夫加拿大公司） ； BASF Corporation（巴斯夫公司） 纠错

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

Academic Vibe Coding: Opportunities for Accelerating Research in an Era of Resource Constraint

Matthew G Crowson, Leo Celi A. Celi

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

Hypercube-Based Retrieval-Augmented Generation for Scientific Question-Answering

Jimeng Shi, Sizhe Zhou, Bowen Jin, Wei Hu, Runchu Tian, Shaowen Wang, Giri Narasimhan, Jiawei Han

机构 * Florida International University（佛罗里达国际大学） ； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

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

Comments 14 pages, 11 figures

MLLM-based Discovery of Intrinsic Coordinates and Governing Equations from High-Dimensional Data

Ruikun Li, Yan Lu, Shixiang Tang, Biqing Qi, Wanli Ouyang

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)

SplatTalk: 3D VQA with Gaussian Splatting

Anh Thai, Songyou Peng, Kyle Genova, Leonidas Guibas, Thomas Funkhouser

机构 * Georgia Institute of Technology（佐治亚理工学院） ； Google DeepMind（谷歌DeepMind） 纠错

专题命中 领域大模型 ：LLM(abstract)；language model(abstract)

Comments Accepted at ICCV 2025

TCDiff: Triplex Cascaded Diffusion for High-fidelity Multimodal EHRs Generation with Incomplete Clinical Data

Yandong Yan, Chenxi Li, Yu Huang, Dexuan Xu, Jiaqi Zhu, Zhongyan Chai, Huamin Zhang

机构 * School of Computer Science, Peking University（北京大学计算机科学学院） ； School of Information and Software Engineering, University of Electronic Science and Technology of China（电子科技大学信息与软件工程学院） ； National Engineering Research Center for Software Engineering, Peking University（软件工程国家工程研究中心） ； Institute of Software, Chinese Academy of Science（中国科学院软件研究所） ； School of Software and Microelectronics, Peking University（北京大学软件与微电子学院） ； Institute of Basic Theory of Chinese Medicine, China Academy of Chinese Medical Sciences（中国中医科学院中医基础理论研究所） 纠错

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

AutoPLC: Generating Vendor-Aware Structured Text for Programmable Logic Controllers

Donghao Yang, Aolang Wu, Tianyi Zhang, Li Zhang, Fang Liu, Xiaoli Lian, Yuming Ren, Jiaji Tian, Xiaoyin Che

机构 * Beihang University, China（北京航空航天大学） ； Siemens AG（西门子股份公司） 纠错

专题命中 领域大模型 ：LLM(abstract)；分类 cs.AI

Comments 12 pages, 3 figures. Replaces "A Multi-Agent Framework for Extensible Structured Text Generation in PLCs" with an updated AutoPLC framework and new experiments

Learning large softmax mixtures with warm start EM

Xin Bing, Florentina Bunea, Jonathan Niles-Weed, Marten Wegkamp

机构 * Department of Statistical Sciences, University of Toronto（多伦多大学统计学系） ； Department of Statistics and Data Science, Cornell University（康奈尔大学统计学与数据科学系） ； Courant Institute of Mathematical Sciences and Center for Data Science, New York University（纽约大学Courant数学科学研究所和数据科学中心） ； Department of Mathematics and Department of Statistics and Data Science, Cornell University（康奈尔大学数学系和统计学与数据科学系） 纠错

专题命中 领域大模型 ：LLM(abstract)；分类 cs.LG

Agentic Personalized Fashion Recommendation in the Age of Generative AI: Challenges, Opportunities, and Evaluation

Yashar Deldjoo, Nima Rafiee, Mahdyar Ravanbakhsh

专题命中 领域大模型 ：LLM(abstract)

Contrast-Invariant Self-supervised Segmentation for Quantitative Placental MRI

Xinliu Zhong, Ruiying Liu, Emily S. Nichols, Xuzhe Zhang, Andrew F. Laine, Emma G. Duerden, Yun Wang

机构 * Department of Computer Science, Emory University, Atlanta, GA 30307, USA Department of Biomedical Informatics, Emory University, Atlanta, GA 30307, USA Applied Psychology, Faculty of Education, Western University, London, ON N6A 3K7, Canada Western Institute for Neuroscience, Western University, London, ON N6A 3K7, Canada Department of Biomedical Engineering, Columbia University, New York, NY 10027, USA Department of Radiology, Columbia University Irving Medical Center, New York, NY 10032, USA Division of Maternal, Fetal ； Newborn Health, Children’s Health Research Institute, London, ON N6C 2V5, Canada 纠错

专题命中 领域大模型 ：pretraining(abstract)

Comments 12 pages, 20 figures

VWAttacker: A Systematic Security Testing Framework for Voice over WiFi User Equipments

Imtiaz Karim, Hyunwoo Lee, Hassan Asghar, Kazi Samin Mubasshir, Seulgi Han, Mashroor Hasan Bhuiyan, Elisa Bertino

专题命中 领域大模型 ：LLM(abstract)