语言大模型 / LLM

From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery

Tianshi Zheng, Zheye Deng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Zihao Wang, Yangqiu Song

机构 * Department of Computer Science and Engineering, HKUST, Hong Kong SAR, China（计算机科学与工程系，香港科技大学，香港特别行政区，中国） 纠错

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

Comments EMNLP 2025 Main

SPAR: Scalable LLM-based PDDL Domain Generation for Aerial Robotics

Songhao Huang, Yuwei Wu, Guangyao Shi, Gaurav S. Sukhatme, Vijay Kumar

机构 * GRASP Lab, University of Pennsylvania（宾夕法尼亚大学GRASP实验室） ； Department of Computer Science, University of Southern California（南加州大学计算机科学系） 纠错

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

Integrating Text and Time-Series into (Large) Language Models to Predict Medical Outcomes

Iyadh Ben Cheikh Larbi, Ajay Madhavan Ravichandran, Aljoscha Burchardt, Roland Roller

机构 * German Research Center for Artificial Intelligence (DFKI)（德国人工智能研究中心） ； Technical University Berlin（柏林技术大学） 纠错

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

Comments Presented and published at BioCreative IX

Summary on The Multilingual Conversational Speech Language Model Challenge: Datasets, Tasks, Baselines, and Methods

Bingshen Mu, Pengcheng Guo, Zhaokai Sun, Shuai Wang, Hexin Liu, Mingchen Shao, Lei Xie, Eng Siong Chng, Longshuai Xiao, Qiangze Feng, Daliang Wang

机构 * School of Intelligence Science and Technology, Nanjing University（智能科学与技术学院，南京大学） ； College of Computing and Data Science, Nanyang Technological University（计算与数据科学学院，南洋理工大学） ； Huawei Technologies, China（华为技术有限公司） ； Nexdata Technology Inc., USA（Nexdata技术公司） 纠错

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

AI as a teaching tool and learning partner

Steven Watterson, Sarah Atkinson, Elaine Murray, Andrew McDowell

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

Comments 6 Pages, 1 Figure

Reinforcement Learning for Robotic Insertion of Flexible Cables in Industrial Settings

Jeongwoo Park, Seabin Lee, Changmin Park, Wonjong Lee, Changjoo Nam

机构 * Dept. of Electronic Engineering, Sogang University（电子工程系，成均馆大学） ； Dept. of Artificial Intelligence, Sogang University（人工智能系，成均馆大学） 纠错

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

Consistent View Alignment Improves Foundation Models for 3D Medical Image Segmentation

Puru Vaish, Felix Meister, Tobias Heimann, Christoph Brune, Jelmer M. Wolterink

机构 * Department of Applied Mathematics, Technical Medical Centre, University of Twente（代尔夫特理工大学应用数学系） ； Digital Technology and Innovation, Siemens Healthineers, Erlangen, Germany（西门子医疗创新部，埃尔朗根，德国） 纠错

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

Comments MICCAI 2025: 1st Place in Transformer track and 2nd Place in Convolution track of SSL3D-OpenMind challenge

Combating Biomedical Misinformation through Multi-modal Claim Detection and Evidence-based Verification

Mariano Barone, Antonio Romano, Giuseppe Riccio, Marco Postiglione, Vincenzo Moscato

机构 * University of Naples Federico II（那不勒斯费迪里奇二世大学） ； Northwestern University（西北大学） 纠错

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

Journal ref SIGIR '25: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

MIRA: Empowering One-Touch AI Services on Smartphones with MLLM-based Instruction Recommendation

Zhipeng Bian, Jieming Zhu, Xuyang Xie, Quanyu Dai, Zhou Zhao, Zhenhua Dong

机构 * Shenzhen University（深圳大学） ； Huawei Noah’s Ark Lab（华为诺亚实验室） ； Zhejiang University（浙江大学） 纠错

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

Comments Published in Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track), ACL 2025. Official version: https://doi.org/10.18653/v1/2025.acl-industry.103

Journal ref Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track) ACL 2025 1457-1465

Perspectives and potential issues in using artificial intelligence for computer science education

Juho Vepsäläinen, Petri Juntunen

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

Comments 12 pages, 1 figure, 2 tables, preprint (not approved for publication yet)

Attention-ResUNet and EfficientSASM-UNet: UNet based frameworks for Lung and Nodule segmentation

Muhammad Abdullah, Furqan Shaukat

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

Vehicle-to-Grid Integration: Ensuring Grid Stability, Strengthening Cybersecurity, and Advancing Energy Market Dynamics

Bilal Ahmad, Jianguo Ding, Tayyab Ali, Doreen Sebastain Sarwatt, Ramsha Arshad, Adamu Gaston Philipo, Huansheng Ning

专题命中 领域大模型 ：prompting(abstract)

Comments 65 pages, 10 figures, 6 tables