语言大模型 / LLM - arXivDaily 专题

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

2412.20163 2025-02-13 cs.IR cs.AI 88%

Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems

Minhye Jeon, Seokho Ahn, Young-Duk Seo

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

Comments Accepted by The 40th ACM/SIGAPP Symposium On Applied Computing(SAC) 2025

2408.09366 2025-02-12 cs.CL cs.CY cs.SI 88%

Improving and Assessing the Fidelity of Large Language Models Alignment to Online Communities

Minh Duc Chu, Zihao He, Rebecca Dorn, Kristina Lerman

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

2406.10952 2025-02-12 cs.CL 88%

Avoiding Copyright Infringement via Large Language Model Unlearning

Guangyao Dou, Zheyuan Liu, Qing Lyu, Kaize Ding, Eric Wong

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

2412.18621 2025-02-11 cs.CL 88%

Investigating the Feasibility of Mitigating Potential Copyright Infringement via Large Language Model Unlearning

Guangyao Dou

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

Comments arXiv admin note: substantial text overlap with arXiv:2406.10952

2402.14296 2025-02-11 cs.CL 88%

Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration

Ang Li, Jingqian Zhao, Bin Liang, Lin Gui, Hui Wang, Xi Zeng, Xingwei Liang, Kam-Fai Wong, Ruifeng Xu

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

Comments NAACL'25

2502.00832 2025-02-04 cs.CL 88%

Generalization of Medical Large Language Models through Cross-Domain Weak Supervision

Robert Long, Eric Gonzalez, Harrison Fuller

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

2502.00226 2025-02-04 cs.LG cs.SE 88%

HackerRank-ASTRA: Evaluating Correctness & Consistency of Large Language Models on cross-domain multi-file project problems

Jun Xing, Mayur Bhatia, Sahil Phulwani, Darshan Suresh, Rafik Matta

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

Comments 24 pages, 25 figures

2501.15700 2025-01-28 cs.CL 88%

Adapting Biomedical Abstracts into Plain language using Large Language Models

Haritha Gangavarapu, Giridhar Kaushik Ramachandran, Kevin Lybarger, Meliha Yetisgen, Özlem Uzuner

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

Comments 8 pages, 2 figures, 4 tables

2501.10282 2025-01-28 cs.CE cs.CL q-bio.BM 88%

Computational Protein Science in the Era of Large Language Models (LLMs)

Wenqi Fan, Yi Zhou, Shijie Wang, Yuyao Yan, Hui Liu, Qian Zhao, Le Song, Qing Li

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

2501.13344 2025-01-24 cs.IR cs.AI 88%

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation

Rong Shan, Jiachen Zhu, Jianghao Lin, Chenxu Zhu, Bo Chen, Ruiming Tang, Yong Yu, Weinan Zhang

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

Comments Under Review

2409.09554 2025-01-22 cs.CL cs.SD eess.AS 88%

ASR Error Correction using Large Language Models

Rao Ma, Mengjie Qian, Mark Gales, Kate Knill

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

Comments This work has been submitted to the IEEE for possible publication

2501.01945 2025-01-20 cs.IR cs.AI 88%

Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap

Weizhi Zhang, Yuanchen Bei, Liangwei Yang, Henry Peng Zou, Peilin Zhou, Aiwei Liu, Yinghui Li, Hao Chen, Jianling Wang, Yu Wang, Feiran Huang, Sheng Zhou, Jiajun Bu, Allen Lin, James Caverlee, Fakhri Karray, Irwin King, Philip S. Yu

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

2409.10561 2025-01-14 cs.CR cs.AI 88%

DrLLM: Prompt-Enhanced Distributed Denial-of-Service Resistance Method with Large Language Models

Zhenyu Yin, Shang Liu, Guangyuan Xu

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

Comments Accepted by ICASSP2025

2411.10020 2025-01-08 cs.CL 88%

Information Extraction from Clinical Notes: Are We Ready to Switch to Large Language Models?

Yan Hu, Xu Zuo, Yujia Zhou, Xueqing Peng, Jimin Huang, Vipina K. Keloth, Vincent J. Zhang, Ruey-Ling Weng, Qingyu Chen, Xiaoqian Jiang, Kirk E. Roberts, Hua Xu

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

2501.01451 2025-01-06 cs.HC cs.AI 88%

Human-AI Teaming Using Large Language Models: Boosting Brain-Computer Interfacing (BCI) and Brain Research

Maryna Kapitonova, Tonio Ball

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

Comments 13 pages, 5 figures

2402.04119 2025-01-06 cs.LG cs.CE 88%

A quantitative analysis of knowledge-learning preferences in large language models in molecular science

Pengfei Liu, Jun Tao, Zhixiang Ren

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

2412.18713 2024-12-30 cs.AI cs.IR 88%

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models

Xueting Lin, Zhan Cheng, Longfei Yun, Qingyi Lu, Yuanshuai Luo

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

2407.13993 2024-12-23 cs.DL cs.AI 88%

LLAssist: Simple Tools for Automating Literature Review Using Large Language Models

Christoforus Yoga Haryanto

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

Comments 10 pages, 3 figures, 1 table, presented at the 51st International Conference on Computers and Industrial Engineering (CIE51), 11 Dec 2024

2406.12259 2024-12-18 cs.AI 88%

Adversarial Attacks on Large Language Models in Medicine

Yifan Yang, Qiao Jin, Furong Huang, Zhiyong Lu

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

2412.07743 2024-12-11 cs.CL 88%

Zero-Shot ATC Coding with Large Language Models for Clinical Assessments

Zijian Chen, John-Michael Gamble, Micaela Jantzi, John P. Hirdes, Jimmy Lin

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

2412.06113 2024-12-10 cs.CR cs.AI 88%

Privacy-Preserving Large Language Models: Mechanisms, Applications, and Future Directions

Guoshenghui Zhao, Eric Song

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

2412.05200 2024-12-09 cs.AI 88%

Are Frontier Large Language Models Suitable for Q&A in Science Centres?

Jacob Watson, Fabrício Góes, Marco Volpe, Talles Medeiros

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

Comments 19 pages, 2 figures, 10 tables

1. 领域大模型 12554 篇

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

Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems

Improving and Assessing the Fidelity of Large Language Models Alignment to Online Communities

Avoiding Copyright Infringement via Large Language Model Unlearning

Investigating the Feasibility of Mitigating Potential Copyright Infringement via Large Language Model Unlearning

Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration

Generalization of Medical Large Language Models through Cross-Domain Weak Supervision

HackerRank-ASTRA: Evaluating Correctness & Consistency of Large Language Models on cross-domain multi-file project problems

Adapting Biomedical Abstracts into Plain language using Large Language Models

Computational Protein Science in the Era of Large Language Models (LLMs)

Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation

ASR Error Correction using Large Language Models

Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap

DrLLM: Prompt-Enhanced Distributed Denial-of-Service Resistance Method with Large Language Models

Information Extraction from Clinical Notes: Are We Ready to Switch to Large Language Models?

Human-AI Teaming Using Large Language Models: Boosting Brain-Computer Interfacing (BCI) and Brain Research

A quantitative analysis of knowledge-learning preferences in large language models in molecular science

Enhanced Recommendation Combining Collaborative Filtering and Large Language Models

LLAssist: Simple Tools for Automating Literature Review Using Large Language Models

Adversarial Attacks on Large Language Models in Medicine

Zero-Shot ATC Coding with Large Language Models for Clinical Assessments

Privacy-Preserving Large Language Models: Mechanisms, Applications, and Future Directions

Are Frontier Large Language Models Suitable for Q&A in Science Centres?