语言大模型 / LLM - arXivDaily 专题

2406.19465 2025-05-27 cs.CL 88%

Can Large Language Models Generate High-quality Patent Claims?

Lekang Jiang, Caiqi Zhang, Pascal A Scherz, Stephan Goetz

机构 * University of Cambridge（剑桥大学）

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

Comments Accepted to NAACL 2025. 16 pages, 2 figures, 12 tables

Journal ref Findings of the Association for Computational Linguistics: NAACL 2025, pages 1272-1287

2505.16477 2025-05-23 cs.AI 88%

Advancing the Scientific Method with Large Language Models: From Hypothesis to Discovery

Yanbo Zhang, Sumeer A. Khan, Adnan Mahmud, Huck Yang, Alexander Lavin, Michael Levin, Jeremy Frey, Jared Dunnmon, James Evans, Alan Bundy, Saso Dzeroski, Jesper Tegner, Hector Zenil

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

Comments 45 pages

Journal ref npj Artificial Intelligence, 2025

2304.00228 2025-05-23 cs.CL cs.CY cs.IR 88%

Accuracy and Political Bias of News Source Credibility Ratings by Large Language Models

Kai-Cheng Yang, Filippo Menczer

机构 * Northeastern University（东北大学）； Indiana University（印第安纳大学）

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

Comments 11 pages, 9 figures

Journal ref Proceedings of the 17th ACM Web Science Conference 2025 (Websci '25)

2505.15094 2025-05-22 cs.CL 88%

SciCUEval: A Comprehensive Dataset for Evaluating Scientific Context Understanding in Large Language Models

Jing Yu, Yuqi Tang, Kehua Feng, Mingyang Rao, Lei Liang, Zhiqiang Zhang, Mengshu Sun, Wen Zhang, Qiang Zhang, Keyan Ding, Huajun Chen

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

Comments 25 pages, 4 figures

2505.14906 2025-05-22 cs.CL cs.SY eess.SY 88%

Understanding 6G through Language Models: A Case Study on LLM-aided Structured Entity Extraction in Telecom Domain

Ye Yuan, Haolun Wu, Hao Zhou, Xue Liu, Hao Chen, Yan Xin, Jianzhong, Zhang

机构 * School of Computer Science, McGill University（计算机科学系，麦吉尔大学）； Standards and Mobility Innovation Lab, Samsung Research America（标准与移动创新实验室，三星研究美国）

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

2412.11970 2025-05-22 cs.CL 88%

DARWIN 1.5: Large Language Models as Materials Science Adapted Learners

Tong Xie, Yuwei Wan, Yixuan Liu, Yuchen Zeng, Shaozhou Wang, Wenjie Zhang, Clara Grazian, Chunyu Kit, Wanli Ouyang, Dongzhan Zhou, Bram Hoex

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

Comments This version of the manuscript was posted prematurely and contains inaccuracies that could mislead readers. The authors are preparing a significantly revised version with substantial methodological and experimental updates, and prefer to avoid confusion with earlier postings. We apologize for any inconvenience and thank the community for their understanding

2406.11193 2025-05-21 cs.CL 88%

MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model

Jiahao Huo, Yibo Yan, Boren Hu, Yutao Yue, Xuming Hu

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科学与技术大学（广州））； The Hong Kong University of Science and Technology（香港科学与技术大学）； Tongji University（同济大学）

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

Comments Accepted by the Main Conference of Empirical Methods in Natural Language Processing (EMNLP) 2024

2505.13492 2025-05-21 cs.CL 88%

LLM4CD: Leveraging Large Language Models for Open-World Knowledge Augmented Cognitive Diagnosis

Weiming Zhang, Lingyue Fu, Qingyao Li, Kounianhua Du, Jianghao Lin, Jingwei Yu, Wei Xia, Weinan Zhang, Ruiming Tang, Yong Yu

机构 * Shanghai Jiao Tong University（上海交通大学）； Huawei Noah’s Ark Lab（华为诺亚实验室）

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

2502.03041 2025-05-20 cs.IR cs.LG 88%

Large Language Model as Universal Retriever in Industrial-Scale Recommender System

Junguang Jiang, Yanwen Huang, Bin Liu, Xiaoyu Kong, Xinhang Li, Ziru Xu, Han Zhu, Jian Xu, Bo Zheng

机构 * Taobao & Tmall Group of Alibaba, China（淘宝与天猫集团（阿里巴巴））

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

2310.12059 2025-05-14 cs.CL 88%

Evaluating the Symbol Binding Ability of Large Language Models for Multiple-Choice Questions in Vietnamese General Education

Duc-Vu Nguyen, Quoc-Nam Nguyen

机构 * University of Information Technology（信息科技大学）； Vietnam National University Ho Chi Minh City（越南国家大学胡志明市）

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

Comments Accepted at SoICT 2023

2505.02849 2025-05-07 cs.CY cs.AI 88%

Enhancing tutoring systems by leveraging tailored promptings and domain knowledge with Large Language Models

Mohsen Balavar, Wenli Yang, David Herbert, Soonja Yeom

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

2405.13056 2025-04-29 cs.CL cs.SI 88%

Large language models for newspaper sentiment analysis during COVID-19: The Guardian

Rohitash Chandra, Baicheng Zhu, Qingying Fang, Eka Shinjikashvili

机构 * The Guardian（《卫报》）

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

Journal ref Applied Soft Computing, Volume 171, 2025, pp. 112743

2504.13196 2025-04-21 cs.CR cs.AI 88%

Investigating cybersecurity incidents using large language models in latest-generation wireless networks

Leonid Legashev, Arthur Zhigalov

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

Comments 11 pages, 2 figures

2504.13023 2025-04-18 cs.CL cs.CV 88%

ChatEXAONEPath: An Expert-level Multimodal Large Language Model for Histopathology Using Whole Slide Images

Sangwook Kim, Soonyoung Lee, Jongseong Jang

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

2504.03786 2025-04-16 cs.CL 88%

Do "New Snow Tablets" Contain Snow? Large Language Models Over-Rely on Names to Identify Ingredients of Chinese Drugs

Sifan Li, Yujun Cai, Bryan Hooi, Nanyun Peng, Yiwei Wang

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

2504.03976 2025-04-14 q-bio.QM cs.AI q-bio.GN 88%

OLAF: An Open Life Science Analysis Framework for Conversational Bioinformatics Powered by Large Language Models

Dylan Riffle, Nima Shirooni, Cody He, Manush Murali, Sovit Nayak, Rishikumar Gopalan, Diego Gonzalez Lopez

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

2504.03274 2025-04-07 cs.MA cs.AI 88%

Do Large Language Models Solve the Problems of Agent-Based Modeling? A Critical Review of Generative Social Simulations

Maik Larooij, Petter Törnberg

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

2503.23190 2025-04-01 cs.AI cs.CE 88%

Ethereum Price Prediction Employing Large Language Models for Short-term and Few-shot Forecasting

Eftychia Makri, Georgios Palaiokrassas, Sarah Bouraga, Antigoni Polychroniadou, Leandros Tassiulas

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

2503.21833 2025-03-31 cs.CL 88%

Refining Time Series Anomaly Detectors using Large Language Models

Alan Yang, Yulin Chen, Sean Lee, Venus Montes

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

Comments Main content: 4 pages, 1 figure, 1 table

2503.21352 2025-03-28 cs.AI stat.AP 88%

Using large language models to produce literature reviews: Usages and systematic biases of microphysics parametrizations in 2699 publications

Tianhang Zhang, Shengnan Fu, David M. Schultz, Zhonghua Zheng

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

2503.16875 2025-03-24 cs.IR cs.CL cs.DC 88%

Federated Cross-Domain Click-Through Rate Prediction With Large Language Model Augmentation

Jiangcheng Qin, Xueyuan Zhang, Baisong Liu, Jiangbo Qian, Yangyang Wang

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

2402.07770 2025-03-20 cs.IR cs.CL stat.AP 88%

Had enough of experts? Quantitative knowledge retrieval from large language models

David Selby, Kai Spriestersbach, Yuichiro Iwashita, Mohammad Saad, Dennis Bappert, Archana Warrier, Sumantrak Mukherjee, Koichi Kise, Sebastian Vollmer

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

Journal ref Stat, 14: e70054 (2025)

2503.13660 2025-03-19 cs.RO cs.AI cs.FL cs.SY eess.SY 88%

INPROVF: Leveraging Large Language Models to Repair High-level Robot Controllers from Assumption Violations

Qian Meng, Jin Peng Zhou, Kilian Q. Weinberger, Hadas Kress-Gazit

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

Comments To appear in ICLR 2025 Workshop: VerifAI: AI Verification in the Wild; in submission to 2025 IEEE 21th International Conference on Automation Science and Engineering (CASE), Los Angeles, CA, USA: IEEE, Aug. 2025

2411.06946 2025-03-19 cs.CL 88%

Cancer-Answer: Empowering Cancer Care with Advanced Large Language Models

Aniket Deroy, Subhankar Maity

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

Comments Updated and Final Version

2503.04639 2025-03-07 cs.CV cs.LG 88%

Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation

Aishik Konwer, Zhijian Yang, Erhan Bas, Cao Xiao, Prateek Prasanna, Parminder Bhatia, Taha Kass-Hout

专题命中领域大模型：preference optimization(title,abstract)；prompting(title)；pretraining(abstract)；分类 cs.LG

Comments Accepted to CVPR 2025

2503.02374 2025-03-05 cs.CL 88%

MedEthicEval: Evaluating Large Language Models Based on Chinese Medical Ethics

Haoan Jin, Jiacheng Shi, Hanhui Xu, Kenny Q. Zhu, Mengyue Wu

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

2503.00416 2025-03-04 cs.CR cs.AI cs.PF 88%

Breaking the Loop: Detecting and Mitigating Denial-of-Service Vulnerabilities in Large Language Models

Junzhe Yu, Yi Liu, Huijia Sun, Ling Shi, Yuqi Chen

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

2502.12586 2025-02-19 cs.IR cs.CL 88%

G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation

Yuhan Li, Xinni Zhang, Linhao Luo, Heng Chang, Yuxiang Ren, Irwin King, Jia Li

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

Comments Accepted by WWW 2025, research track

2407.16724 2025-02-18 cs.CL 88%

Structure-aware Domain Knowledge Injection for Large Language Models

Kai Liu, Ze Chen, Zhihang Fu, Wei Zhang, Rongxin Jiang, Fan Zhou, Yaowu Chen, Yue Wu, Jieping Ye

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

Comments Preprint. Code is available at https://github.com/alibaba/struxgpt

2406.17519 2025-02-18 cs.CL 88%

Entropy-Based Decoding for Retrieval-Augmented Large Language Models

Zexuan Qiu, Zijing Ou, Bin Wu, Jingjing Li, Aiwei Liu, Irwin King

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

Comments NAACL 2025 Main Conference

1. 领域大模型 12659 篇

Can Large Language Models Generate High-quality Patent Claims?

Advancing the Scientific Method with Large Language Models: From Hypothesis to Discovery

Accuracy and Political Bias of News Source Credibility Ratings by Large Language Models

SciCUEval: A Comprehensive Dataset for Evaluating Scientific Context Understanding in Large Language Models

Understanding 6G through Language Models: A Case Study on LLM-aided Structured Entity Extraction in Telecom Domain

DARWIN 1.5: Large Language Models as Materials Science Adapted Learners

MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model

LLM4CD: Leveraging Large Language Models for Open-World Knowledge Augmented Cognitive Diagnosis

Large Language Model as Universal Retriever in Industrial-Scale Recommender System

Evaluating the Symbol Binding Ability of Large Language Models for Multiple-Choice Questions in Vietnamese General Education

Enhancing tutoring systems by leveraging tailored promptings and domain knowledge with Large Language Models

Large language models for newspaper sentiment analysis during COVID-19: The Guardian

Investigating cybersecurity incidents using large language models in latest-generation wireless networks

ChatEXAONEPath: An Expert-level Multimodal Large Language Model for Histopathology Using Whole Slide Images

Do "New Snow Tablets" Contain Snow? Large Language Models Over-Rely on Names to Identify Ingredients of Chinese Drugs

OLAF: An Open Life Science Analysis Framework for Conversational Bioinformatics Powered by Large Language Models

Do Large Language Models Solve the Problems of Agent-Based Modeling? A Critical Review of Generative Social Simulations

Ethereum Price Prediction Employing Large Language Models for Short-term and Few-shot Forecasting

Refining Time Series Anomaly Detectors using Large Language Models

Using large language models to produce literature reviews: Usages and systematic biases of microphysics parametrizations in 2699 publications

Federated Cross-Domain Click-Through Rate Prediction With Large Language Model Augmentation

Had enough of experts? Quantitative knowledge retrieval from large language models

INPROVF: Leveraging Large Language Models to Repair High-level Robot Controllers from Assumption Violations

Cancer-Answer: Empowering Cancer Care with Advanced Large Language Models

Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation

MedEthicEval: Evaluating Large Language Models Based on Chinese Medical Ethics

Breaking the Loop: Detecting and Mitigating Denial-of-Service Vulnerabilities in Large Language Models

G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation

Structure-aware Domain Knowledge Injection for Large Language Models

Entropy-Based Decoding for Retrieval-Augmented Large Language Models