语言大模型 / LLM - arXivDaily 专题

2506.01841 2025-06-03 eess.IV 89%

Beyond Pixel Agreement: Large Language Models as Clinical Guardrails for Reliable Medical Image Segmentation

Jiaxi Sheng, Leyi Yu, Haoyue Li, Yifan Gao, Xin Gao

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

Comments under review

2505.16810 2025-05-27 cs.IR 89%

DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation

Bowen Zheng, Xiaolei Wang, Enze Liu, Xi Wang, Lu Hongyu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen

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

2502.10833 2025-05-27 cs.IR 89%

Order-agnostic Identifier for Large Language Model-based Generative Recommendation

Xinyu Lin, Haihan Shi, Wenjie Wang, Fuli Feng, Qifan Wang, See-Kiong Ng, Tat-Seng Chua

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

2505.00945 2025-05-13 cs.HC 89%

SSRLBot: Designing and Developing a Large Language Model-based Agent using Socially Shared Regulated Learning

Xiaoshan Huang, Jie Gao, Haolun Wu

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

Comments 8 pages, 2 figures

2505.03163 2025-05-07 cs.CY cs.HC 89%

The Impact of Large Language Models on K-12 Education in Rural India: A Thematic Analysis of Student Volunteer's Perspectives

Harshita Goyal, Garima Garg, Prisha Mordia, Veena Ramachandran, Dhruv Kumar, Jagat Sesh Challa

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

Comments Under review, 23 pages, 1 figure, 1 table

2505.03147 2025-05-07 cs.CR 89%

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models

Hoang Cuong Nguyen, Shahroz Tariq, Mohan Baruwal Chhetri, Bao Quoc Vo

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

Comments 5 pages, 2 figures 4 tables, accepted for publication at the Web Conference 2025 (WWW'25)

2504.15622 2025-04-29 cs.CR 89%

Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey

Shuang Tian, Tao Zhang, Jiqiang Liu, Jiacheng Wang, Xuangou Wu, Xiaoqiang Zhu, Ruichen Zhang, Weiting Zhang, Zhenhui Yuan, Shiwen Mao, Dong In Kim

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

Comments 20 pages, 3 figures

2405.06237 2025-04-22 cs.CR 89%

Risks of Practicing Large Language Models in Smart Grid: Threat Modeling and Validation

Jiangnan Li, Yingyuan Yang, Jinyuan Sun

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

2504.12187 2025-04-17 cs.CL cs.AI cs.LG 89%

What Do Large Language Models Know? Tacit Knowledge as a Potential Causal-Explanatory Structure

Céline Budding

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

Comments Accepted for publication in Philosophy of Science

2504.11431 2025-04-16 cs.CL cs.AI cs.CY cs.LG cs.SI 89%

Masculine Defaults via Gendered Discourse in Podcasts and Large Language Models

Maria Teleki, Xiangjue Dong, Haoran Liu, James Caverlee

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

Comments To appear in ICWSM 2025

2504.09247 2025-04-15 cs.NE 89%

Large Language Models as Particle Swarm Optimizers

Yamato Shinohara, Jinglue Xu, Tianshui Li, Hitoshi Iba

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

2503.05659 2025-04-14 cs.IR 89%

A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval

Yu Zhang, Shutong Qiao, Jiaqi Zhang, Tzu-Heng Lin, Chen Gao, Yong Li

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

2504.05315 2025-04-09 cs.IR 89%

Coherency Improved Explainable Recommendation via Large Language Model

Shijie Liu, Ruixing Ding, Weihai Lu, Jun Wang, Mo Yu, Xiaoming Shi, Wei Zhang

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

Comments Accepted by AAAI 2025, with 9 pages

2503.04748 2025-04-04 cs.CY 89%

Large Language Models in Healthcare

Mohammed Al-Garadi, Tushar Mungle, Abdulaziz Ahmed, Abeed Sarker, Zhuqi Miao, Michael E. Matheny

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

2503.23281 2025-04-01 cs.CL cs.AI cs.LG 89%

Extracting Patient History from Clinical Text: A Comparative Study of Clinical Large Language Models

Hieu Nghiem, Tuan-Dung Le, Suhao Chen, Thanh Thieu, Andrew Gin, Ellie Phuong Nguyen, Dursun Delen, Johnson Thomas, Jivan Lamichhane, Zhuqi Miao

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

2307.04910 2025-04-01 cs.CY 89%

Medical Misinformation in AI-Assisted Self-Diagnosis: Development of a Method (EvalPrompt) for Analyzing Large Language Models

Troy Zada, Natalie Tam, Francois Barnard, Marlize Van Sittert, Venkat Bhat, Sirisha Rambhatla

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

Comments 11 pages, 3 figures, Journal of Medical Internet Research: Formative Research

Journal ref JMIR Form Res 2025;9:e66207

2503.19742 2025-03-26 cs.NE 89%

Optimizing Photonic Structures with Large Language Model Driven Algorithm Discovery

Haoran Yin, Anna V. Kononova, Thomas Bäck, Niki van Stein

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

2503.16581 2025-03-24 cs.CL cs.AI cs.LG 89%

Investigating Retrieval-Augmented Generation in Quranic Studies: A Study of 13 Open-Source Large Language Models

Zahra Khalila, Arbi Haza Nasution, Winda Monika, Aytug Onan, Yohei Murakami, Yasir Bin Ismail Radi, Noor Mohammad Osmani

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

Comments 11 pages, keywords: Large-language-models; retrieval-augmented generation; question answering; Quranic studies; Islamic teachings

Journal ref International Journal of Advanced Computer Science and Applications(IJACSA), 16(2), 2025

2407.21368 2025-03-18 cs.CV cs.AI cs.CL cs.LG 89%

Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering

Danfeng Guo, Demetri Terzopoulos

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

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2025:004

Journal ref Machine.Learning.for.Biomedical.Imaging. 3 (2025)

2503.08182 2025-03-12 cs.SE 89%

Mutation Testing via Iterative Large Language Model-Driven Scientific Debugging

Philipp Straubinger, Marvin Kreis, Stephan Lukasczyk, Gordon Fraser

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

2503.07761 2025-03-12 cs.IR 89%

Uncovering Cross-Domain Recommendation Ability of Large Language Models

Xinyi Liu, Ruijie Wang, Dachun Sun, Dilek Hakkani-Tur, Tarek Abdelzaher

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

Journal ref LLM4ECommerce Workshop at The Web Conference 2025

2503.07627 2025-03-12 cs.LG cs.AI cs.CL cs.CY 89%

Psychological Counseling Ability of Large Language Models

Fangyu Peng, Jingxin Nie

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

Comments 25 pages, 1 figure

2503.05481 2025-03-10 econ.GN q-fin.EC 89%

Maximum Hallucination Standards for Domain-Specific Large Language Models

Tingmingke Lu

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

2503.03462 2025-03-06 cs.CL cs.AI cs.HC cs.LG 89%

Open-Source Large Language Models as Multilingual Crowdworkers: Synthesizing Open-Domain Dialogues in Several Languages With No Examples in Targets and No Machine Translation

Ahmed Njifenjou, Virgile Sucal, Bassam Jabaian, Fabrice Lefèvre

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

2401.17723 2025-03-03 cs.IR 89%

LoRec: Large Language Model for Robust Sequential Recommendation against Poisoning Attacks

Kaike Zhang, Qi Cao, Yunfan Wu, Fei Sun, Huawei Shen, Xueqi Cheng

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

2502.15696 2025-02-25 cs.CL cs.AI cs.IR cs.LG 89%

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations

Zhan Shi, Shanglin Yang

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

2304.01964 2025-02-25 cs.HC 89%

PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models

Aditi Mishra, Utkarsh Soni, Anjana Arunkumar, Jinbin Huang, Bum Chul Kwon, Chris Bryan

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

2502.14592 2025-02-21 cs.CY 89%

"Don't Forget the Teachers": Towards an Educator-Centered Understanding of Harms from Large Language Models in Education

Emma Harvey, Allison Koenecke, Rene F. Kizilcec

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

Comments To appear in the 2025 ACM CHI Conference on Human Factors in Computing Systems (CHI '25)

2502.14302 2025-02-21 cs.CL cs.AI cs.LG 89%

MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models

Shrey Pandit, Jiawei Xu, Junyuan Hong, Zhangyang Wang, Tianlong Chen, Kaidi Xu, Ying Ding

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

Comments Code and dataset are available at https://medhallu.github.io/

2502.14255 2025-02-21 cs.CL cs.AI cs.ET cs.LG 89%

Effects of Prompt Length on Domain-specific Tasks for Large Language Models

Qibang Liu, Wenzhe Wang, Jeffrey Willard

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

1. 领域大模型 12534 篇

Beyond Pixel Agreement: Large Language Models as Clinical Guardrails for Reliable Medical Image Segmentation

DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation

Order-agnostic Identifier for Large Language Model-based Generative Recommendation

SSRLBot: Designing and Developing a Large Language Model-based Agent using Socially Shared Regulated Learning

The Impact of Large Language Models on K-12 Education in Rural India: A Thematic Analysis of Student Volunteer's Perspectives

Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models

Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey

Risks of Practicing Large Language Models in Smart Grid: Threat Modeling and Validation

What Do Large Language Models Know? Tacit Knowledge as a Potential Causal-Explanatory Structure

Masculine Defaults via Gendered Discourse in Podcasts and Large Language Models

Large Language Models as Particle Swarm Optimizers

A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval

Coherency Improved Explainable Recommendation via Large Language Model

Large Language Models in Healthcare

Extracting Patient History from Clinical Text: A Comparative Study of Clinical Large Language Models

Medical Misinformation in AI-Assisted Self-Diagnosis: Development of a Method (EvalPrompt) for Analyzing Large Language Models

Optimizing Photonic Structures with Large Language Model Driven Algorithm Discovery

Investigating Retrieval-Augmented Generation in Quranic Studies: A Study of 13 Open-Source Large Language Models

Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering

Mutation Testing via Iterative Large Language Model-Driven Scientific Debugging

Uncovering Cross-Domain Recommendation Ability of Large Language Models

Psychological Counseling Ability of Large Language Models

Maximum Hallucination Standards for Domain-Specific Large Language Models

Open-Source Large Language Models as Multilingual Crowdworkers: Synthesizing Open-Domain Dialogues in Several Languages With No Examples in Targets and No Machine Translation

LoRec: Large Language Model for Robust Sequential Recommendation against Poisoning Attacks

Integrating Domain Knowledge into Large Language Models for Enhanced Fashion Recommendations

PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models

"Don't Forget the Teachers": Towards an Educator-Centered Understanding of Harms from Large Language Models in Education

MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models

Effects of Prompt Length on Domain-specific Tasks for Large Language Models