语言大模型 / LLM - arXivDaily 专题

2501.12300 2025-01-22 cs.HC cs.AI 85%

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations

Hasan Abu-Rasheed, Constance Jumbo, Rashed Al Amin, Christian Weber, Veit Wiese, Roman Obermaisser, Madjid Fathi

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

Comments Accepted in the IEEE Global Engineering Education Conference (EDUCON2025), London, UK, 22-25 April, 2025

2412.18100 2024-12-25 cs.DL cs.AI 85%

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent

Suyuan Wang, Xueqian Yin, Menghao Wang, Ruofeng Guo, Kai Nan

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

Comments 15 pages,2 figures,8 tables

2310.16995 2024-12-13 cs.CL 85%

TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering

Saptarshi Sengupta, Connor Heaton, Shreya Ghosh, Wenpeng Yin, Preslav Nakov, Suhang Wang

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

Comments Accepted to COLING 2025

2409.02864 2024-12-10 cs.AI cs.IR cs.SE 85%

Language Model Powered Digital Biology with BRAD

Joshua Pickard, Ram Prakash, Marc Andrew Choi, Natalie Oliven, Cooper Stansbury, Jillian Cwycyshyn, Alex Gorodetsky, Alvaro Velasquez, Indika Rajapakse

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

Comments 12 pages, 3 figures, 1 table. See: https://github.com/Jpickard1/BRAD

2412.04774 2024-12-09 cs.CL 85%

Foundation Models for Low-Resource Language Education (Vision Paper)

Zhaojun Ding, Zhengliang Liu, Hanqi Jiang, Yizhu Gao, Xiaoming Zhai, Tianming Liu, Ninghao Liu

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

2412.01837 2024-12-04 cs.IR cs.LG 85%

Enabling Explainable Recommendation in E-commerce with LLM-powered Product Knowledge Graph

Menghan Wang, Yuchen Guo, Duanfeng Zhang, Jianian Jin, Minnie Li, Dan Schonfeld, Shawn Zhou

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

Comments This paper was accepted by The First International OpenKG Workshop Large Knowledge-Enhanced Models @IJCAI 2024

2406.19226 2024-11-28 cs.CL cs.HC 85%

Simulating Classroom Education with LLM-Empowered Agents

Zheyuan Zhang, Daniel Zhang-Li, Jifan Yu, Linlu Gong, Jinchang Zhou, Zhanxin Hao, Jianxiao Jiang, Jie Cao, Huiqin Liu, Zhiyuan Liu, Lei Hou, Juanzi Li

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

2411.17375 2024-11-27 cs.CL 85%

The Extractive-Abstractive Spectrum: Uncovering Verifiability Trade-offs in LLM Generations

Theodora Worledge, Tatsunori Hashimoto, Carlos Guestrin

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

2411.00299 2024-11-19 cs.CV cs.LG 85%

RadFlag: A Black-Box Hallucination Detection Method for Medical Vision Language Models

Serena Zhang, Sraavya Sambara, Oishi Banerjee, Julian Acosta, L. John Fahrner, Pranav Rajpurkar

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

Comments 17 pages, 6 figures

2406.10880 2024-11-15 cs.CL 85%

Exploring the Potential of Multimodal LLM with Knowledge-Intensive Multimodal ASR

Minghan Wang, Yuxia Wang, Thuy-Trang Vu, Ehsan Shareghi, Gholamreza Haffari

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

Comments Accepted to EMNLP 2024 Findings

2411.08348 2024-11-14 cs.CL 85%

Refining Translations with LLMs: A Constraint-Aware Iterative Prompting Approach

Shangfeng Chen, Xiayang Shi, Pu Li, Yinlin Li, Jingjing Liu

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

2411.06046 2024-11-12 cs.AI 85%

Personalized News Recommendation System via LLM Embedding and Co-Occurrence Patterns

Zheng Li, Kai Zhange

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

2411.04476 2024-11-08 cs.LG 85%

LLM-R: A Framework for Domain-Adaptive Maintenance Scheme Generation Combining Hierarchical Agents and RAG

Laifa Tao, Qixuan Huang, Xianjun Wu, Weiwei Zhang, Yunlong Wu, Bin Li, Chen Lu, Xingshuo Hai

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

Comments 30 pages, 7 figures

2411.03743 2024-11-07 cs.AI q-bio.QM 85%

Automating Exploratory Proteomics Research via Language Models

Ning Ding, Shang Qu, Linhai Xie, Yifei Li, Zaoqu Liu, Kaiyan Zhang, Yibai Xiong, Yuxin Zuo, Zhangren Chen, Ermo Hua, Xingtai Lv, Youbang Sun, Yang Li, Dong Li, Fuchu He, Bowen Zhou

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

2410.21141 2024-10-29 cs.LG stat.ML 85%

LLM-initialized Differentiable Causal Discovery

Shiv Kampani, David Hidary, Constantijn van der Poel, Martin Ganahl, Brenda Miao

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

2406.16536 2024-10-29 cs.CL 85%

C-LLM: Learn to Check Chinese Spelling Errors Character by Character

Kunting Li, Yong Hu, Liang He, Fandong Meng, Jie Zhou

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

Comments Accepted to EMNLP 2024 Main

2410.15944 2024-10-22 cs.SE cs.AI cs.IR 85%

Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience Report

Ayman Asad Khan, Md Toufique Hasan, Kai Kristian Kemell, Jussi Rasku, Pekka Abrahamsson

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

Comments 36 pages, 8 figures, 2 tables, and python code snippets

2403.01976 2024-10-21 cs.CL 85%

SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis

Hengxing Cai, Xiaochen Cai, Junhan Chang, Sihang Li, Lin Yao, Changxin Wang, Zhifeng Gao, Hongshuai Wang, Yongge Li, Mujie Lin, Shuwen Yang, Jiankun Wang, Mingjun Xu, Jin Huang, Xi Fang, Jiaxi Zhuang, Yuqi Yin, Yaqi Li, Changhong Chen, Zheng Cheng, Zifeng Zhao, Linfeng Zhang, Guolin Ke

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

2410.11906 2024-10-17 cs.HC cs.AI cs.CR 85%

Empowering Users in Digital Privacy Management through Interactive LLM-Based Agents

Bolun Sun, Yifan Zhou, Haiyun Jiang

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

2410.09318 2024-10-16 cs.CL cs.CY cs.SE 85%

Impeding LLM-assisted Cheating in Introductory Programming Assignments via Adversarial Perturbation

Saiful Islam Salim, Rubin Yuchan Yang, Alexander Cooper, Suryashree Ray, Saumya Debray, Sazzadur Rahaman

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

2410.10020 2024-10-15 cs.AI 85%

Adaptive Reasoning and Acting in Medical Language Agents

Abhishek Dutta, Yen-Che Hsiao

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

2408.11305 2024-10-15 cs.CV cs.AI 85%

UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generation

Xiangyu Zhao, Yuehan Zhang, Wenlong Zhang, Xiao-Ming Wu

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

Comments Accepted by EMNLP 2024, main conference

2407.06798 2024-10-11 cs.HC cs.AI cs.CY 85%

It Cannot Be Right If It Was Written by AI: On Lawyers' Preferences of Documents Perceived as Authored by an LLM vs a Human

Jakub Harasta, Tereza Novotná, Jaromir Savelka

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

Comments 40 pages, 12 figures. Accepted for publication with Artificial Intelligence and Law (Springer Nature)

2405.13803 2024-10-08 cs.HC cs.CL 85%

"I Like Sunnie More Than I Expected!": Exploring User Expectation and Perception of an Anthropomorphic LLM-based Conversational Agent for Well-Being Support

Siyi Wu, Julie Y. A. Cachia, Feixue Han, Bingsheng Yao, Tianyi Xie, Xuan Zhao, Dakuo Wang

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

Comments In Submission

2410.00273 2024-10-02 cs.LG cs.DC 85%

Comprehensive Performance Modeling and System Design Insights for Foundation Models

Shashank Subramanian, Ermal Rrapaj, Peter Harrington, Smeet Chheda, Steven Farrell, Brian Austin, Samuel Williams, Nicholas Wright, Wahid Bhimji

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

Comments 17 pages, PMBS 2024

2409.18661 2024-09-30 cs.AI cs.HC 85%

Not the Silver Bullet: LLM-enhanced Programming Error Messages are Ineffective in Practice

Eddie Antonio Santos, Brett A. Becker

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

Comments To appear in the proceedings of the 2024 UK and Ireland Computing Education Research conference (UKICER '24)

2409.18290 2024-09-30 cs.AI cs.CY 85%

Retrospective Comparative Analysis of Prostate Cancer In-Basket Messages: Responses from Closed-Domain LLM vs. Clinical Teams

Yuexing Hao, Jason M. Holmes, Jared Hobson, Alexandra Bennett, Daniel K. Ebner, David M. Routman, Satomi Shiraishi, Samir H. Patel, Nathan Y. Yu, Chris L. Hallemeier, Brooke E. Ball, Mark R. Waddle, Wei Liu

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

2409.15326 2024-09-25 cs.HC cs.AI 85%

Evaluating the Impact of a Specialized LLM on Physician Experience in Clinical Decision Support: A Comparison of Ask Avo and ChatGPT-4

Daniel Jung, Alex Butler, Joongheum Park, Yair Saperstein

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

Comments 8 pages, 1 figure

2409.12973 2024-09-23 cs.CV cs.AI 85%

The Era of Foundation Models in Medical Imaging is Approaching : A Scoping Review of the Clinical Value of Large-Scale Generative AI Applications in Radiology

Inwoo Seo, Eunkyoung Bae, Joo-Young Jeon, Young-Sang Yoon, Jiho Cha

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

Comments 25 pages,3 figures, 4 tables, submitted to NPJ imaging

2409.12722 2024-09-20 cs.CL 85%

LLM-Measure: Generating Valid, Consistent, and Reproducible Text-Based Measures for Social Science Research

Yi Yang, Hanyu Duan, Jiaxin Liu, Kar Yan Tam

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

1. 领域大模型 12597 篇

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations

EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent

TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering

Language Model Powered Digital Biology with BRAD

Foundation Models for Low-Resource Language Education (Vision Paper)

Enabling Explainable Recommendation in E-commerce with LLM-powered Product Knowledge Graph

Simulating Classroom Education with LLM-Empowered Agents

The Extractive-Abstractive Spectrum: Uncovering Verifiability Trade-offs in LLM Generations

RadFlag: A Black-Box Hallucination Detection Method for Medical Vision Language Models

Exploring the Potential of Multimodal LLM with Knowledge-Intensive Multimodal ASR

Refining Translations with LLMs: A Constraint-Aware Iterative Prompting Approach

Personalized News Recommendation System via LLM Embedding and Co-Occurrence Patterns

LLM-R: A Framework for Domain-Adaptive Maintenance Scheme Generation Combining Hierarchical Agents and RAG

Automating Exploratory Proteomics Research via Language Models

LLM-initialized Differentiable Causal Discovery

C-LLM: Learn to Check Chinese Spelling Errors Character by Character

Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience Report

SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis

Empowering Users in Digital Privacy Management through Interactive LLM-Based Agents

Impeding LLM-assisted Cheating in Introductory Programming Assignments via Adversarial Perturbation

Adaptive Reasoning and Acting in Medical Language Agents

UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generation

It Cannot Be Right If It Was Written by AI: On Lawyers' Preferences of Documents Perceived as Authored by an LLM vs a Human

"I Like Sunnie More Than I Expected!": Exploring User Expectation and Perception of an Anthropomorphic LLM-based Conversational Agent for Well-Being Support

Comprehensive Performance Modeling and System Design Insights for Foundation Models

Not the Silver Bullet: LLM-enhanced Programming Error Messages are Ineffective in Practice

Retrospective Comparative Analysis of Prostate Cancer In-Basket Messages: Responses from Closed-Domain LLM vs. Clinical Teams

Evaluating the Impact of a Specialized LLM on Physician Experience in Clinical Decision Support: A Comparison of Ask Avo and ChatGPT-4

The Era of Foundation Models in Medical Imaging is Approaching : A Scoping Review of the Clinical Value of Large-Scale Generative AI Applications in Radiology

LLM-Measure: Generating Valid, Consistent, and Reproducible Text-Based Measures for Social Science Research