语言大模型 / LLM - arXivDaily 专题

2503.05449 2025-03-10 cs.SE cs.AI 85%

LLM-based Iterative Approach to Metamodeling in Automotive

Nenad Petrovic, Fengjunjie Pan, Vahid Zolfaghari, Alois Knoll

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

2503.04554 2025-03-07 cs.CL 85%

Compositional Translation: A Novel LLM-based Approach for Low-resource Machine Translation

Armel Zebaze, Benoît Sagot, Rachel Bawden

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

2411.15692 2025-03-06 cs.LG 85%

DrugAgent: Automating AI-aided Drug Discovery Programming through LLM Multi-Agent Collaboration

Sizhe Liu, Yizhou Lu, Siyu Chen, Xiyang Hu, Jieyu Zhao, Yingzhou Lu, Yue Zhao

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

2502.19301 2025-02-27 cs.LG 85%

Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond

Qizhou Wang, Jin Peng Zhou, Zhanke Zhou, Saebyeol Shin, Bo Han, Kilian Q. Weinberger

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

2502.18754 2025-02-27 cs.IR cs.AI 85%

AgentSociety Challenge: Designing LLM Agents for User Modeling and Recommendation on Web Platforms

Yuwei Yan, Yu Shang, Qingbin Zeng, Yu Li, Keyu Zhao, Zhiheng Zheng, Xuefei Ning, Tianji Wu, Shengen Yan, Yu Wang, Fengli Xu, Yong Li

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, 10 figures, in Proceedings of the ACM Web Conference 2025 (WWW '25)

2502.14192 2025-02-21 cs.CL cs.DL 85%

NLP-AKG: Few-Shot Construction of NLP Academic Knowledge Graph Based on LLM

Jiayin Lan, Jiaqi Li, Baoxin Wang, Ming Liu, Dayong Wu, Shijin Wang, Bing Qin

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

2502.13982 2025-02-21 eess.AS cs.LG 85%

Benchmarking Automatic Speech Recognition coupled LLM Modules for Medical Diagnostics

Kabir Kumar

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

2502.12552 2025-02-19 cs.CY cs.AI 85%

LLM Safety for Children

Prasanjit Rath, Hari Shrawgi, Parag Agrawal, Sandipan Dandapat

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

2502.10409 2025-02-18 cs.CY cs.AI cs.ET stat.AP 85%

Data Science Students Perspectives on Learning Analytics: An Application of Human-Led and LLM Content Analysis

Raghda Zahran, Jianfei Xu, Huizhi Liang, Matthew Forshaw

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

Comments 17 Pages, 2 Tables, 1 Figure

2501.05541 2025-02-04 cs.LG 85%

Customizable LLM-Powered Chatbot for Behavioral Science Research

Zenon Lamprou, Yashar Moshfeghi

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

2404.12355 2025-02-04 cs.LG cs.NA math.NA 85%

Towards a Foundation Model for Partial Differential Equations: Multi-Operator Learning and Extrapolation

Jingmin Sun, Yuxuan Liu, Zecheng Zhang, Hayden Schaeffer

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

2501.16255 2025-01-28 cs.CL 85%

A foundation model for human-AI collaboration in medical literature mining

Zifeng Wang, Lang Cao, Qiao Jin, Joey Chan, Nicholas Wan, Behdad Afzali, Hyun-Jin Cho, Chang-In Choi, Mehdi Emamverdi, Manjot K. Gill, Sun-Hyung Kim, Yijia Li, Yi Liu, Hanley Ong, Justin Rousseau, Irfan Sheikh, Jenny J. Wei, Ziyang Xu, Christopher M. Zallek, Kyungsang Kim, Yifan Peng, Zhiyong Lu, Jimeng Sun

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

2404.10887 2025-01-28 cs.CL 85%

Grounded Language Agent for Product Search via Intelligent Web Interactions

Moghis Fereidouni, Adib Mosharrof, A. B. Siddique

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

Comments 9 pages

Journal ref 2024.customnlp4u-1.7

2501.14305 2025-01-27 cs.CY cs.AI 85%

A Zero-Shot LLM Framework for Automatic Assignment Grading in Higher Education

Calvin Yeung, Jeff Yu, King Chau Cheung, Tat Wing Wong, Chun Man Chan, Kin Chi Wong, Keisuke Fujii

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

2403.03008 2025-01-23 cs.AI 85%

Knowledge Graphs as Context Sources for LLM-Based Explanations of Learning Recommendations

Hasan Abu-Rasheed, Christian Weber, 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

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

1. 领域大模型 12565 篇

LLM-based Iterative Approach to Metamodeling in Automotive

Compositional Translation: A Novel LLM-based Approach for Low-resource Machine Translation

DrugAgent: Automating AI-aided Drug Discovery Programming through LLM Multi-Agent Collaboration

Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond

AgentSociety Challenge: Designing LLM Agents for User Modeling and Recommendation on Web Platforms

NLP-AKG: Few-Shot Construction of NLP Academic Knowledge Graph Based on LLM

Benchmarking Automatic Speech Recognition coupled LLM Modules for Medical Diagnostics

LLM Safety for Children

Data Science Students Perspectives on Learning Analytics: An Application of Human-Led and LLM Content Analysis

Customizable LLM-Powered Chatbot for Behavioral Science Research

Towards a Foundation Model for Partial Differential Equations: Multi-Operator Learning and Extrapolation

A foundation model for human-AI collaboration in medical literature mining

Grounded Language Agent for Product Search via Intelligent Web Interactions

A Zero-Shot LLM Framework for Automatic Assignment Grading in Higher Education

Knowledge Graphs as Context Sources for LLM-Based Explanations of Learning Recommendations

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