语言大模型 / LLM - arXivDaily 专题

2308.06911 2024-02-07 cs.LG cs.CL q-bio.BM 88%

GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text

Pengfei Liu, Yiming Ren, Jun Tao, Zhixiang Ren

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

Comments The article has been accepted by Computers in Biology and Medicine, with 14 pages and 4 figures

Journal ref Computers in Biology and Medicine, 108073, 2024, ISSN 0010-4825

2401.15780 2024-01-30 cs.CL cs.LG 88%

Fine-Tuned Large Language Models for Symptom Recognition from Spanish Clinical Text

Mai A. Shaaban, Abbas Akkasi, Adnan Khan, Majid Komeili, Mohammad Yaqub

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

2401.12983 2024-01-25 cs.CL cs.AI physics.ed-ph 88%

Assessing Large Language Models in Mechanical Engineering Education: A Study on Mechanics-Focused Conceptual Understanding

Jie Tian, Jixin Hou, Zihao Wu, Peng Shu, Zhengliang Liu, Yujie Xiang, Beikang Gu, Nicholas Filla, Yiwei Li, Ning Liu, Xianyan Chen, Keke Tang, Tianming Liu, Xianqiao Wang

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

Comments 30 pages, 7 figures, and 1 table

2306.10070 2024-01-17 cs.CY cs.AI cs.CL q-bio.QM 88%

Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health

Shubo Tian, Qiao Jin, Lana Yeganova, Po-Ting Lai, Qingqing Zhu, Xiuying Chen, Yifan Yang, Qingyu Chen, Won Kim, Donald C. Comeau, Rezarta Islamaj, Aadit Kapoor, Xin Gao, Zhiyong Lu

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

2401.01089 2024-01-03 cs.CL cs.AI cs.CE 88%

Quokka: An Open-source Large Language Model ChatBot for Material Science

Xianjun Yang, Stephen D. Wilson, Linda Petzold

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

Comments Work in progress

2312.16845 2023-12-29 cs.CL cs.AI 88%

Evaluating the Performance of Large Language Models for Spanish Language in Undergraduate Admissions Exams

Sabino Miranda, Obdulia Pichardo-Lagunas, Bella Martínez-Seis, Pierre Baldi

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

Comments 11 pages, 1 figure. Submitted to a journal

2312.06974 2023-12-13 cs.CL cs.AI 88%

SM70: A Large Language Model for Medical Devices

Anubhav Bhatti, Surajsinh Parmar, San Lee

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

Comments 5 Pages, Technical Report

2311.07361 2023-12-11 cs.CL cs.AI 88%

The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4

Microsoft Research AI4Science, Microsoft Azure Quantum

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

Comments 230 pages report; 181 pages for main contents

2312.03759 2023-12-08 cs.CL cs.AI cs.CY cs.DL 88%

How should the advent of large language models affect the practice of science?

Marcel Binz, Stephan Alaniz, Adina Roskies, Balazs Aczel, Carl T. Bergstrom, Colin Allen, Daniel Schad, Dirk Wulff, Jevin D. West, Qiong Zhang, Richard M. Shiffrin, Samuel J. Gershman, Ven Popov, Emily M. Bender, Marco Marelli, Matthew M. Botvinick, Zeynep Akata, Eric Schulz

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

2312.00554 2023-12-04 cs.CL cs.AI 88%

Questioning Biases in Case Judgment Summaries: Legal Datasets or Large Language Models?

Aniket Deroy, Subhankar Maity

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

2311.17686 2023-11-30 cs.CL cs.AI 88%

AviationGPT: A Large Language Model for the Aviation Domain

Liya Wang, Jason Chou, Xin Zhou, Alex Tien, Diane M Baumgartner

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

2311.13857 2023-11-27 cs.CL cs.AI cs.HC 88%

Challenges of Large Language Models for Mental Health Counseling

Neo Christopher Chung, George Dyer, Lennart Brocki

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

2311.13095 2023-11-23 cs.CL cs.AI 88%

Enhancing Logical Reasoning in Large Language Models to Facilitate Legal Applications

Ha-Thanh Nguyen, Wachara Fungwacharakorn, Ken Satoh

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

Comments ALP@JURIX2023

2311.07191 2023-11-14 cs.AI cs.LG stat.AP 88%

Applying Large Language Models for Causal Structure Learning in Non Small Cell Lung Cancer

Narmada Naik, Ayush Khandelwal, Mohit Joshi, Madhusudan Atre, Hollis Wright, Kavya Kannan, Scott Hill, Giridhar Mamidipudi, Ganapati Srinivasa, Carlo Bifulco, Brian Piening, Kevin Matlock

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

2310.06552 2023-11-14 cs.AI cs.CL 88%

Automated clinical coding using off-the-shelf large language models

Joseph S. Boyle, Antanas Kascenas, Pat Lok, Maria Liakata, Alison Q. O'Neil

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

Comments Accepted to the NeurIPS 2023 workshop Deep Generative Models For Health (DGM4H). 9 pages, 3 figures

2303.02155 2023-11-14 cs.AI cs.HC cs.LG cs.NE 88%

ChatGPT and Other Large Language Models as Evolutionary Engines for Online Interactive Collaborative Game Design

Pier Luca Lanzi, Daniele Loiacono

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

Comments (Submitted)

2311.04911 2023-11-10 cs.CL cs.AI cs.HC 88%

From Text to Structure: Using Large Language Models to Support the Development of Legal Expert Systems

Samyar Janatian, Hannes Westermann, Jinzhe Tan, Jaromir Savelka, Karim Benyekhlef

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

Comments To be published in the proceedings of the 36th International Conference on Legal Knowledge and Information Systems (JURIX 2023). Code and prompt available at https://github.com/samyarj/JCAPG-JURIX2023

2310.17372 2023-10-27 cs.AI cs.CL cs.RO 88%

Dialogue-based generation of self-driving simulation scenarios using Large Language Models

Antonio Valerio Miceli-Barone, Alex Lascarides, Craig Innes

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

Comments 12 pages, 6 figures, SpLU-RoboNLP 2023

2310.07282 2023-10-13 cs.AI cs.CL 88%

An Analysis on Large Language Models in Healthcare: A Case Study of BioBERT

Shyni Sharaf, V. S. Anoop

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

2305.12660 2023-10-11 cs.CL cs.AI 88%

Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction

Siyu Yuan, Jiangjie Chen, Xuyang Ge, Yanghua Xiao, Deqing 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

Comments Accepted to EMNLP 2023 (Findings)

2310.04595 2023-10-10 cs.CL cs.AI 88%

Segmented Harmonic Loss: Handling Class-Imbalanced Multi-Label Clinical Data for Medical Coding with Large Language Models

Surjya Ray, Pratik Mehta, Hongen Zhang, Ada Chaman, Jian Wang, Chung-Jen Ho, Michael Chiou, Tashfeen Suleman

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

Comments 16 pages,3 figures, 3 tables

2309.09708 2023-09-20 cs.CL cs.AI 88%

LLM4Jobs: Unsupervised occupation extraction and standardization leveraging Large Language Models

Nan Li, Bo Kang, Tijl De Bie

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

2306.02864 2023-09-06 cs.AI cs.CL 88%

Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs

Alejandro Peña, Aythami Morales, Julian Fierrez, Ignacio Serna, Javier Ortega-Garcia, Iñigo Puente, Jorge Cordova, Gonzalo Cordova

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

Comments Accepted in ICDAR 2023 Workshop on Automatic Domain-Adapted and Personalized Document Analysis

Journal ref Document Analysis and Recognition - ICDAR 2023 Workshops. ICDAR 2023. Lecture Notes in Computer Science, vol 14194

2303.13379 2023-08-29 cs.CL cs.AI cs.CY 88%

Practical and Ethical Challenges of Large Language Models in Education: A Systematic Scoping Review

Lixiang Yan, Lele Sha, Linxuan Zhao, Yuheng Li, Roberto Martinez-Maldonado, Guanliang Chen, Xinyu Li, Yueqiao Jin, Dragan Gašević

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

2303.02206 2023-08-24 cs.LG cs.CL 88%

Domain Specific Question Answering Over Knowledge Graphs Using Logical Programming and Large Language Models

Navid Madani, Rohini K. Srihari, Kenneth Joseph

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

2308.02180 2023-08-22 cs.CL cs.LG 88%

Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology

Cliff Wong, Sheng Zhang, Yu Gu, Christine Moung, Jacob Abel, Naoto Usuyama, Roshanthi Weerasinghe, Brian Piening, Tristan Naumann, Carlo Bifulco, Hoifung Poon

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

Comments 24 pages, 5 figures, accepted at Machine Learning for Healthcare (MLHC) 2023

2308.06039 2023-08-14 cs.AI cs.CL 88%

Learning to Guide Human Experts via Personalized Large Language Models

Debodeep Banerjee, Stefano Teso, Andrea Passerini

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

2308.01727 2023-08-04 cs.CL cs.AI 88%

Local Large Language Models for Complex Structured Medical Tasks

V. K. Cody Bumgardner, Aaron Mullen, Sam Armstrong, Caylin Hickey, Jeff Talbert

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

Comments 12 pages, Preprint of an article submitted for consideration in Pacific Symposium on Biocomputing \c{opyright} 2024 copyright World Scientific Publishing Company https://www.worldscientific.com/

2307.16699 2023-08-01 cs.AI cs.CL 88%

Ontology engineering with Large Language Models

Patricia Mateiu, Adrian Groza

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

2305.15299 2023-08-01 cs.CY cs.AI cs.CL 88%

Science in the Era of ChatGPT, Large Language Models and Generative AI: Challenges for Research Ethics and How to Respond

Evangelos Pournaras

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

1. 领域大模型 12554 篇

GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text

Fine-Tuned Large Language Models for Symptom Recognition from Spanish Clinical Text

Assessing Large Language Models in Mechanical Engineering Education: A Study on Mechanics-Focused Conceptual Understanding

Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health

Quokka: An Open-source Large Language Model ChatBot for Material Science

Evaluating the Performance of Large Language Models for Spanish Language in Undergraduate Admissions Exams

SM70: A Large Language Model for Medical Devices

The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4

How should the advent of large language models affect the practice of science?

Questioning Biases in Case Judgment Summaries: Legal Datasets or Large Language Models?

AviationGPT: A Large Language Model for the Aviation Domain

Challenges of Large Language Models for Mental Health Counseling

Enhancing Logical Reasoning in Large Language Models to Facilitate Legal Applications

Applying Large Language Models for Causal Structure Learning in Non Small Cell Lung Cancer

Automated clinical coding using off-the-shelf large language models

ChatGPT and Other Large Language Models as Evolutionary Engines for Online Interactive Collaborative Game Design

From Text to Structure: Using Large Language Models to Support the Development of Legal Expert Systems

Dialogue-based generation of self-driving simulation scenarios using Large Language Models

An Analysis on Large Language Models in Healthcare: A Case Study of BioBERT

Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction

Segmented Harmonic Loss: Handling Class-Imbalanced Multi-Label Clinical Data for Medical Coding with Large Language Models

LLM4Jobs: Unsupervised occupation extraction and standardization leveraging Large Language Models

Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs

Practical and Ethical Challenges of Large Language Models in Education: A Systematic Scoping Review

Domain Specific Question Answering Over Knowledge Graphs Using Logical Programming and Large Language Models

Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology

Learning to Guide Human Experts via Personalized Large Language Models

Local Large Language Models for Complex Structured Medical Tasks

Ontology engineering with Large Language Models

Science in the Era of ChatGPT, Large Language Models and Generative AI: Challenges for Research Ethics and How to Respond