语言大模型 / LLM - arXivDaily 专题

2403.12297 2024-03-20 cs.CL cs.AI 90%

Leveraging Large Language Models to Extract Information on Substance Use Disorder Severity from Clinical Notes: A Zero-shot Learning Approach

Maria Mahbub, Gregory M. Dams, Sudarshan Srinivasan, Caitlin Rizy, Ioana Danciu, Jodie Trafton, Kathryn Knight

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

Comments 10 pages, 4 figures, 2 tables

2403.08607 2024-03-14 cs.CL cs.AI 90%

MedInsight: A Multi-Source Context Augmentation Framework for Generating Patient-Centric Medical Responses using Large Language Models

Subash Neupane, Shaswata Mitra, Sudip Mittal, Noorbakhsh Amiri Golilarz, Shahram Rahimi, Amin Amirlatifi

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

2403.08035 2024-03-14 cs.CL cs.AI 90%

Harnessing Artificial Intelligence to Combat Online Hate: Exploring the Challenges and Opportunities of Large Language Models in Hate Speech Detection

Tharindu Kumarage, Amrita Bhattacharjee, Joshua Garland

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

2403.04964 2024-03-13 cs.AI cs.CL cs.CY 90%

Tell me the truth: A system to measure the trustworthiness of Large Language Models

Carlo Lipizzi

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

2402.03921 2024-03-11 cs.LG cs.AI 90%

Large Language Models to Enhance Bayesian Optimization

Tennison Liu, Nicolás Astorga, Nabeel Seedat, Mihaela van der Schaar

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

Comments Accepted as Poster at ICLR2024

2305.03514 2024-02-27 cs.CL cs.LG 90%

Can Large Language Models Transform Computational Social Science?

Caleb Ziems, William Held, Omar Shaikh, Jiaao Chen, Zhehao Zhang, Diyi Yang

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

Comments To appear in "Computational Linguistics" (CL)

2402.10965 2024-02-27 cs.CL cs.CY cs.LG 90%

Generalization in Healthcare AI: Evaluation of a Clinical Large Language Model

Salman Rahman, Lavender Yao Jiang, Saadia Gabriel, Yindalon Aphinyanaphongs, Eric Karl Oermann, Rumi Chunara

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

2310.05231 2024-02-23 cs.HC cs.AI cs.CL 90%

MindfulDiary: Harnessing Large Language Model to Support Psychiatric Patients' Journaling

Taewan Kim, Seolyeong Bae, Hyun Ah Kim, Su-woo Lee, Hwajung Hong, Chanmo Yang, Young-Ho Kim

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

Comments 20 pages, 6 figures, 4 tables. Accepted at ACM CHI 2024

Journal ref In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24), May 11-16, 2024, Honolulu, HI, USA. ACM, New York, NY, USA

2402.13750 2024-02-22 cs.IR cs.AI cs.CL 90%

Breaking the Barrier: Utilizing Large Language Models for Industrial Recommendation Systems through an Inferential Knowledge Graph

Qian Zhao, Hao Qian, Ziqi Liu, Gong-Duo Zhang, Lihong Gu

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

Comments 9 pages, 5 figures

2402.01741 2024-02-20 cs.CL cs.AI 90%

Development and Testing of a Novel Large Language Model-Based Clinical Decision Support Systems for Medication Safety in 12 Clinical Specialties

Jasmine Chiat Ling Ong, Liyuan Jin, Kabilan Elangovan, Gilbert Yong San Lim, Daniel Yan Zheng Lim, Gerald Gui Ren Sng, Yuhe Ke, Joshua Yi Min Tung, Ryan Jian Zhong, Christopher Ming Yao Koh, Keane Zhi Hao Lee, Xiang Chen, Jack Kian Chng, Aung Than, Ken Junyang Goh, Daniel Shu Wei Ting

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

2402.07681 2024-02-13 cs.CL cs.AI 90%

Large Language Models "Ad Referendum": How Good Are They at Machine Translation in the Legal Domain?

Vicent Briva-Iglesias, Joao Lucas Cavalheiro Camargo, Gokhan Dogru

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

2402.04268 2024-02-08 cond-mat.soft cs.AI cs.CL q-bio.BM 90%

ProtAgents: Protein discovery via large language model multi-agent collaborations combining physics and machine learning

A. Ghafarollahi, M. J. Buehler

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

2402.01728 2024-02-07 cs.CL cs.AI cs.AR 90%

Hardware Phi-1.5B: A Large Language Model Encodes Hardware Domain Specific Knowledge

Weimin Fu, Shijie Li, Yifang Zhao, Haocheng Ma, Raj Dutta, Xuan Zhang, Kaichen Yang, Yier Jin, Xiaolong Guo

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

Comments 6 pages, 6 figures

Journal ref 29th IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC); 2024 January; Incheon Songdo Convensia, South Korea

2402.01733 2024-02-06 cs.CL cs.AI 90%

Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report

YuHe Ke, Liyuan Jin, Kabilan Elangovan, Hairil Rizal Abdullah, Nan Liu, Alex Tiong Heng Sia, Chai Rick Soh, Joshua Yi Min Tung, Jasmine Chiat Ling Ong, Daniel Shu Wei Ting

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

Comments NA

2402.01723 2024-02-06 cs.CL cs.AI 90%

An Empirical Study on Large Language Models in Accuracy and Robustness under Chinese Industrial Scenarios

Zongjie Li, Wenying Qiu, Pingchuan Ma, Yichen Li, You Li, Sijia He, Baozheng Jiang, Shuai Wang, Weixi Gu

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

2402.00474 2024-02-02 cs.CL cs.AI 90%

SA-MDKIF: A Scalable and Adaptable Medical Domain Knowledge Injection Framework for Large Language Models

Tianhan Xu, Zhe Hu, Ling Chen, Bin Li

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

2305.10163 2024-01-31 cs.CL cs.AI cs.CY 90%

Large Language Models Leverage External Knowledge to Extend Clinical Insight Beyond Language Boundaries

Jiageng Wu, Xian Wu, Zhaopeng Qiu, Minghui Li, Yingying Zhang, Yefeng Zheng, Changzheng Yuan, Jie Yang

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

2401.12998 2024-01-25 cs.CL cs.AI 90%

Evaluating and Enhancing Large Language Models Performance in Domain-specific Medicine: Osteoarthritis Management with DocOA

Xi Chen, MingKe You, Li Wang, WeiZhi Liu, Yu Fu, Jie Xu, Shaoting Zhang, Gang Chen, Kang Li, Jian 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、cs.AI

Comments 16 Pages, 7 Figures

2401.11120 2024-01-25 cs.CL cs.AI 90%

Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines

David Oniani, Xizhi Wu, Shyam Visweswaran, Sumit Kapoor, Shravan Kooragayalu, Katelyn Polanska, Yanshan Wang

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

2401.05908 2024-01-12 cs.CL cs.LG 90%

EpilepsyLLM: Domain-Specific Large Language Model Fine-tuned with Epilepsy Medical Knowledge

Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka

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

2401.05443 2024-01-12 cs.SE cs.AI cs.CL cs.PL 90%

LLM4PLC: Harnessing Large Language Models for Verifiable Programming of PLCs in Industrial Control Systems

Mohamad Fakih, Rahul Dharmaji, Yasamin Moghaddas, Gustavo Quiros Araya, Oluwatosin Ogundare, Mohammad Abdullah Al Faruque

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

Comments 12 pages; 8 figures; Appearing in the 46th International Conference on Software Engineering: Software Engineering in Practice; for demo website, see https://sites.google.com/uci.edu/llm4plc/home

2401.02985 2024-01-09 cs.CL cs.AI 90%

Evaluating Large Language Models on the GMAT: Implications for the Future of Business Education

Vahid Ashrafimoghari, Necdet Gürkan, Jordan W. Suchow

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

2401.01620 2024-01-04 cs.AI cs.CL 90%

Large Language Model Capabilities in Perioperative Risk Prediction and Prognostication

Philip Chung, Christine T Fong, Andrew M Walters, Nima Aghaeepour, Meliha Yetisgen, Vikas N O'Reilly-Shah

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

2312.11518 2023-12-27 cs.CL cs.AI 90%

User Modeling in the Era of Large Language Models: Current Research and Future Directions

Zhaoxuan Tan, Meng Jiang

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

Comments IEEE Data Engineering Bulletin 2023

2312.06457 2023-12-12 cs.AI cs.CL cs.IR 90%

Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping

Will E. Thompson, David M. Vidmar, Jessica K. De Freitas, John M. Pfeifer, Brandon K. Fornwalt, Ruijun Chen, Gabriel Altay, Kabir Manghnani, Andrew C. Nelsen, Kellie Morland, Martin C. Stumpe, Riccardo Miotto

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

Comments Deep Generative Models for Health Workshop NeurIPS 2023

2312.05834 2023-12-12 cs.CL cs.AI 90%

Evidence-based Interpretable Open-domain Fact-checking with Large Language Models

Xin Tan, Bowei Zou, Ai Ti Aw

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

2311.15249 2023-11-28 cs.NE cs.AI cs.LG 90%

Algorithm Evolution Using Large Language Model

Fei Liu, Xialiang Tong, Mingxuan Yuan, Qingfu Zhang

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

2311.14693 2023-11-28 cs.CL cs.AI cs.CY cs.HC 90%

Benefits and Harms of Large Language Models in Digital Mental Health

Munmun De Choudhury, Sachin R. Pendse, Neha Kumar

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

2311.06858 2023-11-14 cs.CL cs.AI 90%

Can Large Language Models Augment a Biomedical Ontology with missing Concepts and Relations?

Antonio Zaitoun, Tomer Sagi, Szymon Wilk, Mor Peleg

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

Comments Presented as a short paper at the Knowledge Representation for Healthcare 2023 workshop

2311.04933 2023-11-10 cs.CL cs.AI 90%

Evaluating Large Language Models in Ophthalmology

Jason Holmes, Shuyuan Ye, Yiwei Li, Shi-Nan Wu, Zhengliang Liu, Zihao Wu, Jinyu Hu, Huan Zhao, Xi Jiang, Wei Liu, Hong Wei, Jie Zou, Tianming Liu, Yi Shao

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

1. 领域大模型 12637 篇

Leveraging Large Language Models to Extract Information on Substance Use Disorder Severity from Clinical Notes: A Zero-shot Learning Approach

MedInsight: A Multi-Source Context Augmentation Framework for Generating Patient-Centric Medical Responses using Large Language Models

Harnessing Artificial Intelligence to Combat Online Hate: Exploring the Challenges and Opportunities of Large Language Models in Hate Speech Detection

Tell me the truth: A system to measure the trustworthiness of Large Language Models

Large Language Models to Enhance Bayesian Optimization

Can Large Language Models Transform Computational Social Science?

Generalization in Healthcare AI: Evaluation of a Clinical Large Language Model

MindfulDiary: Harnessing Large Language Model to Support Psychiatric Patients' Journaling

Breaking the Barrier: Utilizing Large Language Models for Industrial Recommendation Systems through an Inferential Knowledge Graph

Development and Testing of a Novel Large Language Model-Based Clinical Decision Support Systems for Medication Safety in 12 Clinical Specialties

Large Language Models "Ad Referendum": How Good Are They at Machine Translation in the Legal Domain?

ProtAgents: Protein discovery via large language model multi-agent collaborations combining physics and machine learning

Hardware Phi-1.5B: A Large Language Model Encodes Hardware Domain Specific Knowledge

Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report

An Empirical Study on Large Language Models in Accuracy and Robustness under Chinese Industrial Scenarios

SA-MDKIF: A Scalable and Adaptable Medical Domain Knowledge Injection Framework for Large Language Models

Large Language Models Leverage External Knowledge to Extend Clinical Insight Beyond Language Boundaries

Evaluating and Enhancing Large Language Models Performance in Domain-specific Medicine: Osteoarthritis Management with DocOA

Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines

EpilepsyLLM: Domain-Specific Large Language Model Fine-tuned with Epilepsy Medical Knowledge

LLM4PLC: Harnessing Large Language Models for Verifiable Programming of PLCs in Industrial Control Systems

Evaluating Large Language Models on the GMAT: Implications for the Future of Business Education

Large Language Model Capabilities in Perioperative Risk Prediction and Prognostication

User Modeling in the Era of Large Language Models: Current Research and Future Directions

Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping

Evidence-based Interpretable Open-domain Fact-checking with Large Language Models

Algorithm Evolution Using Large Language Model

Benefits and Harms of Large Language Models in Digital Mental Health

Can Large Language Models Augment a Biomedical Ontology with missing Concepts and Relations?

Evaluating Large Language Models in Ophthalmology