语言大模型 / LLM - arXivDaily 专题

2407.18920 2025-09-25 cs.CL 90%

Context-Masked Meta-Prompting for Privacy-Preserving LLM Adaptation in Finance

Sayash Raaj Hiraou

机构 * Fidelity Investments（富达投资）； Bengaluru, India（印度班加罗尔）

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

2509.12395 2025-09-17 cs.SE cs.AI 90%

Evaluating Large Language Models for Functional and Maintainable Code in Industrial Settings: A Case Study at ASML

Yash Mundhra, Max Valk, Maliheh Izadi

机构 * Delft University of Technology（代尔夫特理工大学）； ASML（ASML公司）

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

Comments Accepted in the 40th IEEE/ACM International Conference on Automated Software Engineering, ASE 2025 (Industry track)

2505.07968 2025-09-09 cs.CL 90%

Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models

Weiyi Wu, Xinwen Xu, Chongyang Gao, Xingjian Diao, Siting Li, Lucas A. Salas, Jiang Gui

机构 * Dartmouth College（达特茅斯学院）； Massachusetts General Hospital（麻省总医院）； Northwestern University（西北大学）

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

2306.16902 2025-08-27 cs.AI 90%

Integrating Large Language Model for Improved Causal Discovery

Taiyu Ban, Lyuzhou Chen, Derui Lyu, Xiangyu Wang, Qinrui Zhu, Qiang Tu, Huanhuan Chen

机构 * School of Computer Science and Technology, University of Science and Technology of China（计算机科学与技术学院，中国科学技术大学）； University of Science and Technology of China（中国科学技术大学）； Laboratory for Big Data and Decision, University of Science and Technology of China（大数据与决策实验室，中国科学技术大学）； 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）

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

Comments 13 pages, 5 figures

Journal ref IEEE Transactions on Artificial Intelligence, 2025

2508.14032 2025-08-20 cs.CL 90%

The Promise of Large Language Models in Digital Health: Evidence from Sentiment Analysis in Online Health Communities

Xiancheng Li, Georgios D. Karampatakis, Helen E. Wood, Chris J. Griffiths, Borislava Mihaylova, Neil S. Coulson, Alessio Pasinato, Pietro Panzarasa, Marco Viviani, Anna De Simoni

机构 * School of Business and Management, Queen Mary University of London（女王玛丽大学商学院）； Wolfson Institute of Population Health (WIPH), Queen Mary University of London（人口健康沃尔夫森研究所）； Department of Medicine, University of Nottingham（诺丁汉大学医学部）； Department of Informatics, Systems, and Communication, University of Milano-Bicocca（米兰-比科卡大学信息学、系统与通信系）

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

2409.18009 2025-06-16 eess.SY cs.AI cs.HC cs.MA cs.RO cs.SY 90%

Control Industrial Automation System with Large Language Model Agents

Yuchen Xia, Nasser Jazdi, Jize Zhang, Chaitanya Shah, Michael Weyrich

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

Comments Pre-print accepted at 30th IEEE ETFA 2025

2505.22222 2025-05-29 cs.CV cs.CL 90%

Look & Mark: Leveraging Radiologist Eye Fixations and Bounding boxes in Multimodal Large Language Models for Chest X-ray Report Generation

Yunsoo Kim, Jinge Wu, Su-Hwan Kim, Pardeep Vasudev, Jiashu Shen, Honghan Wu

机构 * UCL（伦敦大学学院）； Technical University of Munich（慕尼黑技术大学）； University of Oxford（牛津大学）； University of Glasgow（格拉斯哥大学）

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

2505.11613 2025-05-20 cs.CL 90%

MedGUIDE: Benchmarking Clinical Decision-Making in Large Language Models

Xiaomin Li, Mingye Gao, Yuexing Hao, Taoran Li, Guangya Wan, Zihan Wang, Yijun Wang

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

2502.12671 2025-03-06 cs.CL 90%

Baichuan-M1: Pushing the Medical Capability of Large Language Models

Bingning Wang, Haizhou Zhao, Huozhi Zhou, Liang Song, Mingyu Xu, Wei Cheng, Xiangrong Zeng, Yupeng Zhang, Yuqi Huo, Zecheng Wang, Zhengyun Zhao, Da Pan, Fei Kou, Fei Li, Fuzhong Chen, Guosheng Dong, Han Liu, Hongda Zhang, Jin He, Jinjie Yang, Kangxi Wu, Kegeng Wu, Lei Su, Linlin Niu, Linzhuang Sun, Mang Wang, Pengcheng Fan, Qianli Shen, Rihui Xin, Shunya Dang, Songchi Zhou, Weipeng Chen, Wenjing Luo, Xin Chen, Xin Men, Xionghai Lin, Xuezhen Dong, Yan Zhang, Yifei Duan, Yuyan Zhou, Zhi Ma, Zhiying Wu

专题命中领域大模型：large language model(title,abstract)；language model(title,abstract)；pretraining(abstract)；post-training(abstract)

Comments 33 pages, technical report

2502.13193 2025-02-20 cs.CL 90%

Private Text Generation by Seeding Large Language Model Prompts

Supriya Nagesh, Justin Y. Chen, Nina Mishra, Tal Wagner

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

2502.06101 2025-02-12 cs.IR cs.CL 90%

RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation Learning

Jian Xu, Sichun Luo, Xiangyu Chen, Haoming Huang, Hanxu Hou, Linqi Song

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

Comments Accepted by TheWebConf'25 (WWW'25) as a Short Paper

2501.17299 2025-01-30 cs.HC cs.CL cs.CY 90%

"Ownership, Not Just Happy Talk": Co-Designing a Participatory Large Language Model for Journalism

Emily Tseng, Meg Young, Marianne Aubin Le Quéré, Aimee Rinehart, Harini Suresh

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

Comments Under review for an ACM conference

2501.13391 2025-01-24 cs.CL 90%

Can Large Language Models Understand Preferences in Personalized Recommendation?

Zhaoxuan Tan, Zinan Zeng, Qingkai Zeng, Zhenyu Wu, Zheyuan Liu, Fengran Mo, Meng Jiang

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

2402.12801 2024-10-10 cs.CL 90%

Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting

Marco Naguib, Xavier Tannier, Aurélie Névéol

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

Comments Accepted to EMNLP Findings, 2024

2408.15658 2024-08-29 cs.SE cs.AI 90%

An Empirical Study on Self-correcting Large Language Models for Data Science Code Generation

Thai Tang Quoc, Duc Ha Minh, Tho Quan Thanh, Anh Nguyen-Duc

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

2408.04392 2024-08-09 cs.CL 90%

Open-domain Implicit Format Control for Large Language Model Generation

Yiqun Yao, Wenjia Ma, Xuezhi Fang, Xin Jiang, Xiang Li, Xuying Meng, Peng Han, Jing Li, Aixin Sun, Yequan Wang

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

Comments 6 pages

2408.02302 2024-08-06 cs.CL 90%

SNFinLLM: Systematic and Nuanced Financial Domain Adaptation of Chinese Large Language Models

Shujuan Zhao, Lingfeng Qiao, Kangyang Luo, Qian-Wen Zhang, Junru Lu, Di Yin

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

2407.16565 2024-07-24 cs.CL 90%

Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models

Ioana Buhnila, Aman Sinha, Mathieu Constant

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

Comments KnowledgeableLM 2024

2403.03536 2024-07-02 cs.IR cs.AI 90%

Towards Efficient and Effective Unlearning of Large Language Models for Recommendation

Hangyu Wang, Jianghao Lin, Bo Chen, Yang Yang, Ruiming Tang, Weinan Zhang, Yong Yu

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

Comments Accepted by Frontier of Computer Science

2308.11131 2024-07-02 cs.IR cs.AI 90%

ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation

Jianghao Lin, Rong Shan, Chenxu Zhu, Kounianhua Du, Bo Chen, Shigang Quan, Ruiming Tang, Yong Yu, Weinan Zhang

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

Comments Accepted by WWW 2024. Full and More Readable Version

2406.14882 2024-06-24 cs.CL 90%

70B-parameter large language models in Japanese medical question-answering

Issey Sukeda, Risa Kishikawa, Satoshi Kodera

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

Comments 7 pages, 2 figures, 4 Tables

2405.14212 2024-05-24 cs.CR cs.CL 90%

Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data

Haoran Li, Xinyuan Zhao, Dadi Guo, Hanlin Gu, Ziqian Zeng, Yuxing Han, Yangqiu Song, Lixin Fan, Qiang Yang

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

2405.11040 2024-05-21 cs.CL physics.med-ph 90%

From Generalist to Specialist: Improving Large Language Models for Medical Physics Using ARCoT

Jace Grandinetti, Rafe McBeth

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

Comments 8 pages, 3 figures, 1 table

2405.00566 2024-05-02 cs.CE cs.CL q-fin.GN 90%

NumLLM: Numeric-Sensitive Large Language Model for Chinese Finance

Huan-Yi Su, Ke Wu, Yu-Hao Huang, Wu-Jun Li

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

2305.14310 2024-03-26 cs.CL 90%

Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science

Yida Mu, Ben P. Wu, William Thorne, Ambrose Robinson, Nikolaos Aletras, Carolina Scarton, Kalina Bontcheva, Xingyi Song

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

Comments Accepted at LREC-COLING 2024

2402.15818 2024-02-27 cs.CL 90%

Linguistic Intelligence in Large Language Models for Telecommunications

Tasnim Ahmed, Nicola Piovesan, Antonio De Domenico, Salimur Choudhury

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

2402.08859 2024-02-15 cs.AI 90%

Large Language Model with Graph Convolution for Recommendation

Yingpeng Du, Ziyan Wang, Zhu Sun, Haoyan Chua, Hongzhi Liu, Zhonghai Wu, Yining Ma, Jie Zhang, Youchen Sun

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

2402.07658 2024-02-13 cs.CL cs.SD eess.AS 90%

The Sound of Healthcare: Improving Medical Transcription ASR Accuracy with Large Language Models

Ayo Adedeji, Sarita Joshi, Brendan Doohan

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

Comments 31 pages, 17 figures

2402.07016 2024-02-13 cs.AI 90%

REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language Models

Yinghao Zhu, Changyu Ren, Shiyun Xie, Shukai Liu, Hangyuan Ji, Zixiang Wang, Tao Sun, Long He, Zhoujun Li, Xi Zhu, Chengwei Pan

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

2402.05129 2024-02-09 cs.CL 90%

Best Practices for Text Annotation with Large Language Models

Petter Törnberg

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

1. 领域大模型 12496 篇

Context-Masked Meta-Prompting for Privacy-Preserving LLM Adaptation in Finance

Evaluating Large Language Models for Functional and Maintainable Code in Industrial Settings: A Case Study at ASML

Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models

Integrating Large Language Model for Improved Causal Discovery

The Promise of Large Language Models in Digital Health: Evidence from Sentiment Analysis in Online Health Communities

Control Industrial Automation System with Large Language Model Agents

Look & Mark: Leveraging Radiologist Eye Fixations and Bounding boxes in Multimodal Large Language Models for Chest X-ray Report Generation

MedGUIDE: Benchmarking Clinical Decision-Making in Large Language Models

Baichuan-M1: Pushing the Medical Capability of Large Language Models

Private Text Generation by Seeding Large Language Model Prompts

RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation Learning

"Ownership, Not Just Happy Talk": Co-Designing a Participatory Large Language Model for Journalism

Can Large Language Models Understand Preferences in Personalized Recommendation?

Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting

An Empirical Study on Self-correcting Large Language Models for Data Science Code Generation

Open-domain Implicit Format Control for Large Language Model Generation

SNFinLLM: Systematic and Nuanced Financial Domain Adaptation of Chinese Large Language Models

Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models

Towards Efficient and Effective Unlearning of Large Language Models for Recommendation

ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation

70B-parameter large language models in Japanese medical question-answering

Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data

From Generalist to Specialist: Improving Large Language Models for Medical Physics Using ARCoT

NumLLM: Numeric-Sensitive Large Language Model for Chinese Finance

Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science

Linguistic Intelligence in Large Language Models for Telecommunications

Large Language Model with Graph Convolution for Recommendation

The Sound of Healthcare: Improving Medical Transcription ASR Accuracy with Large Language Models

REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language Models

Best Practices for Text Annotation with Large Language Models