语言大模型 / LLM - arXivDaily 专题

2402.17493 2025-04-03 cs.CL 89%

The Foundational Capabilities of Large Language Models in Predicting Postoperative Risks Using Clinical Notes

Charles Alba, Bing Xue, Joanna Abraham, Thomas Kannampallil, Chenyang Lu

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

Comments Codes are publicly available at: https://github.com/cja5553/LLMs_in_perioperative_care

Journal ref Published at npj Digital Medicine (2025)

2504.00025 2025-04-02 cs.CL cs.HC 89%

Generalization Bias in Large Language Model Summarization of Scientific Research

Uwe Peters, Benjamin Chin-Yee

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

2406.10459 2025-04-02 cs.CL 89%

CancerLLM: A Large Language Model in Cancer Domain

Mingchen Li, Jiatan Huang, Jeremy Yeung, Anne Blaes, Steven Johnson, Hongfang Liu, Hua Xu, Rui Zhang

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

Comments new version, add the RAG version of cancerLLM

2406.06723 2025-04-02 cs.CL cs.IR 89%

Leveraging Large Language Models for Knowledge-free Weak Supervision in Clinical Natural Language Processing

Enshuo Hsu, Kirk Roberts

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

2503.22406 2025-03-31 cs.CR cs.AI cs.NI 89%

Training Large Language Models for Advanced Typosquatting Detection

Jackson Welch

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

Comments 6 pages, 1 figure

2502.08356 2025-03-28 cs.CL 89%

Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG

Kushagra Bhushan, Yatin Nandwani, Dinesh Khandelwal, Sonam Gupta, Gaurav Pandey, Dinesh Raghu, Sachindra Joshi

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

Comments 22 pages, 14 tables, to be published in NAACL 2025

2503.18360 2025-03-25 cs.CL 89%

J&H: Evaluating the Robustness of Large Language Models Under Knowledge-Injection Attacks in Legal Domain

Yiran Hu, Huanghai Liu, Qingjing Chen, Ning Zheng, Chong Wang, Yun Liu, Charles L. A. Clarke, Weixing Shen

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

Comments 10 pages, 5 figures

2502.14904 2025-03-25 cond-mat.mtrl-sci cs.LG 89%

Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models

Balduin Katzer, Steffen Klinder, Katrin Schulz

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

2503.16131 2025-03-24 cs.CL 89%

MKG-Rank: Enhancing Large Language Models with Knowledge Graph for Multilingual Medical Question Answering

Feiyang Li, Yingjian Chen, Haoran Liu, Rui Yang, Han Yuan, Yuang Jiang, Tianxiao Li, Edison Marrese Taylor, Hossein Rouhizadeh, Yusuke Iwasawa, Douglas Teodoro, Yutaka Matsuo, Irene Li

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

2503.09620 2025-03-18 math.OC cs.AI 89%

Exploiting Edited Large Language Models as General Scientific Optimizers

Qitan Lv, Tianyu Liu, Hong Wang

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

2503.11244 2025-03-17 cs.PF cs.DC cs.LG 89%

LLMPerf: GPU Performance Modeling meets Large Language Models

Khoi N. M. Nguyen, Hoang Duy Nguyen Do, Huyen Thao Le, Thanh Tuan Dao

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

2503.10694 2025-03-17 cs.CL 89%

Medical Large Language Model Benchmarks Should Prioritize Construct Validity

Ahmed Alaa, Thomas Hartvigsen, Niloufar Golchini, Shiladitya Dutta, Frances Dean, Inioluwa Deborah Raji, Travis Zack

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

2411.13163 2025-03-14 cs.LG 89%

Unlocking Historical Clinical Trial Data with ALIGN: A Compositional Large Language Model System for Medical Coding

Nabeel Seedat, Caterina Tozzi, Andrea Hita Ardiaca, Mihaela van der Schaar, James Weatherall, Adam Taylor

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

2503.09533 2025-03-14 cs.LG 89%

Large Language Models for Multi-Facility Location Mechanism Design

Nguyen Thach, Fei Liu, Houyu Zhou, Hau Chan

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

Comments Under Review

2501.18632 2025-03-05 cs.CR cs.CL 89%

Towards Safe AI Clinicians: A Comprehensive Study on Large Language Model Jailbreaking in Healthcare

Hang Zhang, Qian Lou, Yanshan Wang

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

2310.14451 2025-03-04 cs.CL 89%

Domain Terminology Integration into Machine Translation: Leveraging Large Language Models

Yasmin Moslem, Gianfranco Romani, Mahdi Molaei, Rejwanul Haque, John D. Kelleher, Andy Way

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

Comments WMT 2023

Journal ref Proceedings of the Eighth Conference on Machine Translation (2023), pages 902-911

2502.20350 2025-02-28 cs.CL 89%

KEDRec-LM: A Knowledge-distilled Explainable Drug Recommendation Large Language Model

Kai Zhang, Rui Zhu, Shutian Ma, Jingwei Xiong, Yejin Kim, Fabricio Murai, Xiaozhong Liu

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

2502.18772 2025-02-27 cs.CL 89%

Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance

Xueqing Peng, Triantafillos Papadopoulos, Efstathia Soufleri, Polydoros Giannouris, Ruoyu Xiang, Yan Wang, Lingfei Qian, Jimin Huang, Qianqian Xie, Sophia Ananiadou

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

Comments 18 pages, 6 figures

2502.18127 2025-02-26 cond-mat.mtrl-sci cs.LG 89%

Inverse Materials Design by Large Language Model-Assisted Generative Framework

Yun Hao, Che Fan, Beilin Ye, Wenhao Lu, Zhen Lu, Peilin Zhao, Zhifeng Gao, Qingyao Wu, Yanhui Liu, Tongqi Wen

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

2502.18040 2025-02-26 cs.SI cs.AI 89%

AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models

Yuhao Zheng, Chenghua Gong, Rui Sun, Juyuan Zhang, Liming Pan, Linyuan Lv

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

Comments 12 pages

2502.16097 2025-02-25 cs.HC cs.AI 89%

LitLinker: Supporting the Ideation of Interdisciplinary Contexts with Large Language Models for Teaching Literature in Elementary Schools

Haoxiang Fan, Changshuang Zhou, Hao Yu, Xueyang Wu, Jiangyu Gu, Zhenhui Peng

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

2502.12838 2025-02-19 cs.CY cs.CL 89%

Towards Equitable AI: Detecting Bias in Using Large Language Models for Marketing

Berk Yilmaz, Huthaifa I. Ashqar

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

2502.12450 2025-02-19 cs.AI 89%

Investigating and Extending Homans' Social Exchange Theory with Large Language Model based Agents

Lei Wang, Zheqing Zhang, Xu Chen

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

2502.12280 2025-02-19 cs.DC cs.AI 89%

Connecting Large Language Model Agent to High Performance Computing Resource

Heng Ma, Alexander Brace, Carlo Siebenschuh, Greg Pauloski, Ian Foster, Arvind Ramanathan

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

Comments 7 pages, 4 figures

2502.07794 2025-02-13 cs.CY cs.AI 89%

Regulatory Science Innovation for Generative AI and Large Language Models in Health and Medicine: A Global Call for Action

Jasmine Chiat Ling Ong, Yilin Ning, Mingxuan Liu, Yian Ma, Zhao Liang, Kuldev Singh, Robert T Chang, Silke Vogel, John CW Lim, Iris Siu Kwan Tan, Oscar Freyer, Stephen Gilbert, Danielle S Bitterman, Xiaoxuan Liu, Alastair K Denniston, Nan Liu

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

2502.05556 2025-02-11 cs.AI 89%

Knowledge is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis

Zhiang Dong, Jingyuan Chen, Fei Wu

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

2502.05478 2025-02-11 cs.CL 89%

OntoTune: Ontology-Driven Self-training for Aligning Large Language Models

Zhiqiang Liu, Chengtao Gan, Junjie Wang, Yichi Zhang, Zhongpu Bo, Mengshu Sun, Huajun Chen, Wen Zhang

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

Comments Accepted by WWW25

2410.17922 2025-02-11 cs.AI 89%

Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models

Weidi Luo, He Cao, Zijing Liu, Yu Wang, Aidan Wong, Bing Feng, Yuan Yao, Yu Li

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

2401.00832 2025-02-10 cs.AI cs.CY 89%

Taking the Next Step with Generative Artificial Intelligence: The Transformative Role of Multimodal Large Language Models in Science Education

Arne Bewersdorff, Christian Hartmann, Marie Hornberger, Kathrin Seßler, Maria Bannert, Enkelejda Kasneci, Gjergji Kasneci, Xiaoming Zhai, Claudia Nerdel

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

Comments revised version 2. September 2024

2502.03715 2025-02-07 cs.IR cs.AI 89%

Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models

Rui Cai, Chao Wang, Qianyi Cai, Dazhong Shen, Hui Xiong

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

1. 领域大模型 12534 篇

The Foundational Capabilities of Large Language Models in Predicting Postoperative Risks Using Clinical Notes

Generalization Bias in Large Language Model Summarization of Scientific Research

CancerLLM: A Large Language Model in Cancer Domain

Leveraging Large Language Models for Knowledge-free Weak Supervision in Clinical Natural Language Processing

Training Large Language Models for Advanced Typosquatting Detection

Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG

J&H: Evaluating the Robustness of Large Language Models Under Knowledge-Injection Attacks in Legal Domain

Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models

MKG-Rank: Enhancing Large Language Models with Knowledge Graph for Multilingual Medical Question Answering

Exploiting Edited Large Language Models as General Scientific Optimizers

LLMPerf: GPU Performance Modeling meets Large Language Models

Medical Large Language Model Benchmarks Should Prioritize Construct Validity

Unlocking Historical Clinical Trial Data with ALIGN: A Compositional Large Language Model System for Medical Coding

Large Language Models for Multi-Facility Location Mechanism Design

Towards Safe AI Clinicians: A Comprehensive Study on Large Language Model Jailbreaking in Healthcare

Domain Terminology Integration into Machine Translation: Leveraging Large Language Models

KEDRec-LM: A Knowledge-distilled Explainable Drug Recommendation Large Language Model

Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance

Inverse Materials Design by Large Language Model-Assisted Generative Framework

AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models

LitLinker: Supporting the Ideation of Interdisciplinary Contexts with Large Language Models for Teaching Literature in Elementary Schools

Towards Equitable AI: Detecting Bias in Using Large Language Models for Marketing

Investigating and Extending Homans' Social Exchange Theory with Large Language Model based Agents

Connecting Large Language Model Agent to High Performance Computing Resource

Regulatory Science Innovation for Generative AI and Large Language Models in Health and Medicine: A Global Call for Action

Knowledge is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis

OntoTune: Ontology-Driven Self-training for Aligning Large Language Models

Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models

Taking the Next Step with Generative Artificial Intelligence: The Transformative Role of Multimodal Large Language Models in Science Education

Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models