语言大模型 / LLM - arXivDaily 专题

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

2311.02089 2023-11-07 cs.IR cs.AI cs.CL 90%

LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking

Zhenrui Yue, Sara Rabhi, Gabriel de Souza Pereira Moreira, Dong Wang, Even Oldridge

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 Accepted to PGAI@CIKM 2023

2311.00258 2023-11-02 cs.CL cs.LG 90%

Noisy Exemplars Make Large Language Models More Robust: A Domain-Agnostic Behavioral Analysis

Hongyi Zheng, Abulhair Saparov

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

2310.18729 2023-10-31 cs.AI cs.CL cs.HC 90%

Using Large Language Models to Support Thematic Analysis in Empirical Legal Studies

Jakub Drápal, Hannes Westermann, Jaromir Savelka

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, 5 figures, 3 tables

Journal ref The Thirty-sixth Annual Conference on Legal Knowledge and Information Systems (JURIX 2023), Maastricht, The Netherlands

2310.15777 2023-10-31 cs.CL cs.AI 90%

MindLLM: Pre-training Lightweight Large Language Model from Scratch, Evaluations and Domain Applications

Yizhe Yang, Huashan Sun, Jiawei Li, Runheng Liu, Yinghao Li, Yuhang Liu, Heyan Huang, Yang Gao

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

Comments Working in progress

2310.16146 2023-10-26 cs.IR cs.AI cs.CL 90%

Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific Literature

Alejandro Lozano, Scott L Fleming, Chia-Chun Chiang, Nigam Shah

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

2310.12989 2023-10-23 cs.CL cs.AI 90%

Enhancing Health Data Interoperability with Large Language Models: A FHIR Study

Yikuan Li, Hanyin Wang, Halid Yerebakan, Yoshihisa Shinagawa, Yuan Luo

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 Submitted to 2024 AMIA IS

2310.11266 2023-10-18 cs.CL cs.AI cs.NE 90%

Emulating Human Cognitive Processes for Expert-Level Medical Question-Answering with Large Language Models

Khushboo Verma, Marina Moore, Stephanie Wottrich, Karla Robles López, Nishant Aggarwal, Zeel Bhatt, Aagamjit Singh, Bradford Unroe, Salah Basheer, Nitish Sachdeva, Prinka Arora, Harmanjeet Kaur, Tanupreet Kaur, Tevon Hood, Anahi Marquez, Tushar Varshney, Nanfu Deng, Azaan Ramani, Pawanraj Ishwara, Maimoona Saeed, Tatiana López Velarde Peña, Bryan Barksdale, Sushovan Guha, Satwant 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

2305.11541 2023-10-17 cs.CL cs.AI 90%

Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering

Fangkai Yang, Pu Zhao, Zezhong Wang, Lu Wang, Jue Zhang, Mohit Garg, Qingwei Lin, Saravan Rajmohan, Dongmei 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、cs.AI

Comments 13 pages, 1 figure

2310.02778 2023-10-16 cs.CL cs.AI 90%

Integrating UMLS Knowledge into Large Language Models for Medical Question Answering

Rui Yang, Edison Marrese-Taylor, Yuhe Ke, Lechao Cheng, Qingyu Chen, 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、cs.AI

Comments 12 pages, 3 figures

2310.08511 2023-10-13 cs.CL cond-mat.mtrl-sci cs.AI 90%

HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science

Yu Song, Santiago Miret, Huan Zhang, Bang Liu

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

2310.06278 2023-10-11 cs.NI cs.AI cs.LG 90%

BC4LLM: Trusted Artificial Intelligence When Blockchain Meets Large Language Models

Haoxiang Luo, Jian Luo, Athanasios V. Vasilakos

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

2310.04607 2023-10-10 cs.PF cs.AI cs.AR cs.LG 90%

A Comprehensive Performance Study of Large Language Models on Novel AI Accelerators

Murali Emani, Sam Foreman, Varuni Sastry, Zhen Xie, Siddhisanket Raskar, William Arnold, Rajeev Thakur, Venkatram Vishwanath, Michael E. Papka

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

2310.04450 2023-10-10 cs.CL cs.AI 90%

Investigating Large Language Models' Perception of Emotion Using Appraisal Theory

Nutchanon Yongsatianchot, Parisa Ghanad Torshizi, Stacy Marsella

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

Journal ref 11th International Conference on Affective Computing and Intelligent Interaction Workshop and Demo (ACIIW) 2023 1-8

2309.17147 2023-10-06 cs.CL cs.AI econ.GN q-fin.EC 90%

Using Large Language Models for Qualitative Analysis can Introduce Serious Bias

Julian Ashwin, Aditya Chhabra, Vijayendra Rao

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

2306.10073 2023-10-05 cs.CY cs.AI cs.CL cs.SE 90%

Thrilled by Your Progress! Large Language Models (GPT-4) No Longer Struggle to Pass Assessments in Higher Education Programming Courses

Jaromir Savelka, Arav Agarwal, Marshall An, Chris Bogart, Majd Sakr

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

Journal ref ICER '23: Proceedings of the 2023 ACM Conference on International Computing Education Research - Volume 1. August 2023. Pages 78 - 92

2305.03403 2023-10-02 cs.AI cs.LG 90%

Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering

Noah Hollmann, Samuel Müller, Frank Hutter

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

2309.08674 2023-09-19 cs.CL cs.AI 90%

Fake News Detectors are Biased against Texts Generated by Large Language Models

Jinyan Su, Terry Yue Zhuo, Jonibek Mansurov, Di Wang, Preslav Nakov

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 The first two authors contributed equally

2309.05689 2023-09-13 cs.CL cs.AI 90%

Large Language Model for Science: A Study on P vs. NP

Qingxiu Dong, Li Dong, Ke Xu, Guangyan Zhou, Yaru Hao, Zhifang Sui, Furu Wei

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 73 pages

2308.16688 2023-09-01 cs.CL cs.AI 90%

Using Large Language Models to Automate Category and Trend Analysis of Scientific Articles: An Application in Ophthalmology

Hina Raja, Asim Munawar, Mohammad Delsoz, Mohammad Elahi, Yeganeh Madadi, Amr Hassan, Hashem Abu Serhan, Onur Inam, Luis Hermandez, Sang Tran, Wuqas Munir, Alaa Abd-Alrazaq, Hao Chen, SiamakYousefi

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

2308.14346 2023-08-29 cs.CL cs.AI 90%

DISC-MedLLM: Bridging General Large Language Models and Real-World Medical Consultation

Zhijie Bao, Wei Chen, Shengze Xiao, Kuang Ren, Jiaao Wu, Cheng Zhong, Jiajie Peng, Xuanjing Huang, Zhongyu Wei

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

Comments Work in progress

1. 领域大模型 12496 篇

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

LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking

Noisy Exemplars Make Large Language Models More Robust: A Domain-Agnostic Behavioral Analysis

Using Large Language Models to Support Thematic Analysis in Empirical Legal Studies

MindLLM: Pre-training Lightweight Large Language Model from Scratch, Evaluations and Domain Applications

Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific Literature

Enhancing Health Data Interoperability with Large Language Models: A FHIR Study

Emulating Human Cognitive Processes for Expert-Level Medical Question-Answering with Large Language Models

Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering

Integrating UMLS Knowledge into Large Language Models for Medical Question Answering

HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science

BC4LLM: Trusted Artificial Intelligence When Blockchain Meets Large Language Models

A Comprehensive Performance Study of Large Language Models on Novel AI Accelerators

Investigating Large Language Models' Perception of Emotion Using Appraisal Theory

Using Large Language Models for Qualitative Analysis can Introduce Serious Bias

Thrilled by Your Progress! Large Language Models (GPT-4) No Longer Struggle to Pass Assessments in Higher Education Programming Courses

Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering

Fake News Detectors are Biased against Texts Generated by Large Language Models

Large Language Model for Science: A Study on P vs. NP

Using Large Language Models to Automate Category and Trend Analysis of Scientific Articles: An Application in Ophthalmology

DISC-MedLLM: Bridging General Large Language Models and Real-World Medical Consultation