语言大模型 / LLM - arXivDaily 专题

2310.14928 2023-10-24 cs.CL 88%

Unveiling A Core Linguistic Region in Large Language Models

Jun Zhao, Zhihao Zhang, Yide Ma, Qi Zhang, Tao Gui, Luhui Gao, Xuanjing Huang

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

Comments Work on progress

2310.13265 2023-10-23 cs.CL 88%

MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model

Le Zhang, Yihong Wu, Fengran Mo, Jian-Yun Nie, Aishwarya Agrawal

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

Comments Accepted into EMNLP2023 Findings

2304.01938 2023-10-19 physics.med-ph cs.CL physics.ed-ph 88%

Evaluating Large Language Models on a Highly-specialized Topic, Radiation Oncology Physics

Jason Holmes, Zhengliang Liu, Lian Zhang, Yuzhen Ding, Terence T. Sio, Lisa A. McGee, Jonathan B. Ashman, Xiang Li, Tianming Liu, Jiajian Shen, Wei Liu

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

2310.11249 2023-10-18 cs.AI q-fin.GN 88%

Leveraging Large Language Model for Automatic Evolving of Industrial Data-Centric R&D Cycle

Xu Yang, Xiao Yang, Weiqing Liu, Jinhui Li, Peng Yu, Zeqi Ye, Jiang Bian

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

Comments 29 pages, 11 figures

2310.11146 2023-10-18 cs.CL 88%

The Quo Vadis of the Relationship between Language and Large Language Models

Evelina Leivada, Vittoria Dentella, Elliot Murphy

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

2310.07984 2023-10-13 cs.AI cs.CE 88%

Large Language Models for Scientific Synthesis, Inference and Explanation

Yizhen Zheng, Huan Yee Koh, Jiaxin Ju, Anh T. N. Nguyen, Lauren T. May, Geoffrey I. Webb, Shirui Pan

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

Comments Supplementary Information: https://drive.google.com/file/d/1KrpUpzuFTeMx6a6zl18lqdo8vV-UUa1Z/view?usp=sharing Github Repo: https://github.com/zyzisastudyreallyhardguy/LLM4SD

2305.11366 2023-10-10 cs.CL 88%

AutoTrial: Prompting Language Models for Clinical Trial Design

Zifeng Wang, Cao Xiao, Jimeng Sun

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

Comments EMNLP 2023 Main

2310.00305 2023-10-03 cs.CL 88%

Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method

Xuan Zhang, Wei Gao

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

Comments Accepted by AACL 2023

2306.13805 2023-08-22 cs.CY cs.AI 88%

Potential Benefits of Employing Large Language Models in Research in Moral Education and Development

Hyemin Han

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

2308.10529 2023-08-22 cs.CL 88%

SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding

Tianyu Yu, Chengyue Jiang, Chao Lou, Shen Huang, Xiaobin Wang, Wei Liu, Jiong Cai, Yangning Li, Yinghui Li, Kewei Tu, Hai-Tao Zheng, Ningyu Zhang, Pengjun Xie, Fei Huang, Yong Jiang

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

Comments Initial version of SeqGPT

2308.10173 2023-08-22 cs.CL 88%

FoodGPT: A Large Language Model in Food Testing Domain with Incremental Pre-training and Knowledge Graph Prompt

Zhixiao Qi, Yijiong Yu, Meiqi Tu, Junyi Tan, Yongfeng Huang

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

2308.08660 2023-08-21 cs.CL 88%

Large Language Models for Granularized Barrett's Esophagus Diagnosis Classification

Jenna Kefeli, Ali Soroush, Courtney J. Diamond, Haley M. Zylberberg, Benjamin May, Julian A. Abrams, Chunhua Weng, Nicholas Tatonetti

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

2308.08572 2023-08-21 cs.SE cs.AI cs.HC 88%

Large Language Models in Introductory Programming Education: ChatGPT's Performance and Implications for Assessments

Natalie Kiesler, Daniel Schiffner

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

Comments 10 pages, 1 figure

2308.02439 2023-08-07 cs.CY cs.AI 88%

A large language model-assisted education tool to provide feedback on open-ended responses

Jordan K. Matelsky, Felipe Parodi, Tony Liu, Richard D. Lange, Konrad P. Kording

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

2307.15311 2023-07-31 cs.CL 88%

TrafficSafetyGPT: Tuning a Pre-trained Large Language Model to a Domain-Specific Expert in Transportation Safety

Ou Zheng, Mohamed Abdel-Aty, Dongdong Wang, Chenzhu Wang, Shengxuan Ding

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

2307.02006 2023-07-06 cs.CL 88%

PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records

Viktor Schlegel, Hao Li, Yuping Wu, Anand Subramanian, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Daniel Beck, Xiaojun Zeng, Riza Theresa Batista-Navarro, Stefan Winkler, Goran Nenadic

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

Comments 8 pages. ImageClef 2023 MediQA-Sum

2303.14070 2023-06-27 cs.CL 88%

ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge

Yunxiang Li, Zihan Li, Kai Zhang, Ruilong Dan, Steve Jiang, You Zhang

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

2306.09968 2023-06-19 cs.CL 88%

ClinicalGPT: Large Language Models Finetuned with Diverse Medical Data and Comprehensive Evaluation

Guangyu Wang, Guoxing Yang, Zongxin Du, Longjun Fan, Xiaohu Li

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

2305.05410 2023-05-11 cs.CL 88%

Large Language Models Need Holistically Thought in Medical Conversational QA

Yixuan Weng, Bin Li, Fei Xia, Minjun Zhu, Bin Sun, Shizhu He, Kang Liu, Jun Zhao

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

2305.03851 2023-05-09 cs.CL 88%

Large Language Models in Sport Science & Medicine: Opportunities, Risks and Considerations

Mark Connor, Michael O'Neill

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

Comments 4 Pages, 1 Figure

2304.05332 2023-04-12 physics.chem-ph cs.CL 88%

Emergent autonomous scientific research capabilities of large language models

Daniil A. Boiko, Robert MacKnight, Gabe Gomes

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

Comments Version 1, April 11, 2023. 48 pages

2304.02697 2023-04-07 q-bio.GN cs.LG 88%

Revolutionizing Single Cell Analysis: The Power of Large Language Models for Cell Type Annotation

Zehua Zeng, Hongwu Du

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

Comments 5 pages, 1 figures

2304.02020 2023-04-06 cs.DL cs.CL cs.CY cs.SI 88%

A Bibliometric Review of Large Language Models Research from 2017 to 2023

Lizhou Fan, Lingyao Li, Zihui Ma, Sanggyu Lee, Huizi Yu, Libby Hemphill

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

Comments 36 pages, 9 figures, and 4 tables

2304.00521 2023-04-04 cs.DL cs.LG 88%

Large Language Models are Few-shot Publication Scoopers

Samuel Albanie, Liliane Momeni, João F. Henriques

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

Comments SIGBOVIK 2023

2304.00116 2023-04-04 cs.CL cs.IR 88%

Enhancing Large Language Models with Climate Resources

Mathias Kraus, Julia Anna Bingler, Markus Leippold, Tobias Schimanski, Chiara Colesanti Senni, Dominik Stammbach, Saeid Ashraf Vaghefi, Nicolas Webersinke

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

2303.13367 2023-04-03 cs.CL cs.CY 88%

ChatGPT and a New Academic Reality: Artificial Intelligence-Written Research Papers and the Ethics of the Large Language Models in Scholarly Publishing

Brady Lund, Ting Wang, Nishith Reddy Mannuru, Bing Nie, Somipam Shimray, Ziang Wang

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

Journal ref Journal of the Association for Information Science and Technology (2023)

2303.09136 2023-03-17 cs.CL 88%

A Short Survey of Viewing Large Language Models in Legal Aspect

Zhongxiang Sun

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

Comments 8 pages

2302.13681 2023-03-01 cs.SE cs.AI 88%

The (ab)use of Open Source Code to Train Large Language Models

Ali Al-Kaswan, Maliheh Izadi

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

2211.09085 2022-11-17 cs.CL stat.ML 88%

Galactica: A Large Language Model for Science

Ross Taylor, Marcin Kardas, Guillem Cucurull, Thomas Scialom, Anthony Hartshorn, Elvis Saravia, Andrew Poulton, Viktor Kerkez, Robert Stojnic

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

2209.14876 2022-09-30 cs.SE cs.AI 88%

Repairing Bugs in Python Assignments Using Large Language Models

Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen

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

1. 领域大模型 12554 篇

Unveiling A Core Linguistic Region in Large Language Models

MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model

Evaluating Large Language Models on a Highly-specialized Topic, Radiation Oncology Physics

Leveraging Large Language Model for Automatic Evolving of Industrial Data-Centric R&D Cycle

The Quo Vadis of the Relationship between Language and Large Language Models

Large Language Models for Scientific Synthesis, Inference and Explanation

AutoTrial: Prompting Language Models for Clinical Trial Design

Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method

Potential Benefits of Employing Large Language Models in Research in Moral Education and Development

SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding

FoodGPT: A Large Language Model in Food Testing Domain with Incremental Pre-training and Knowledge Graph Prompt

Large Language Models for Granularized Barrett's Esophagus Diagnosis Classification

Large Language Models in Introductory Programming Education: ChatGPT's Performance and Implications for Assessments

A large language model-assisted education tool to provide feedback on open-ended responses

TrafficSafetyGPT: Tuning a Pre-trained Large Language Model to a Domain-Specific Expert in Transportation Safety

PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records

ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge

ClinicalGPT: Large Language Models Finetuned with Diverse Medical Data and Comprehensive Evaluation

Large Language Models Need Holistically Thought in Medical Conversational QA

Large Language Models in Sport Science & Medicine: Opportunities, Risks and Considerations

Emergent autonomous scientific research capabilities of large language models

Revolutionizing Single Cell Analysis: The Power of Large Language Models for Cell Type Annotation

A Bibliometric Review of Large Language Models Research from 2017 to 2023

Large Language Models are Few-shot Publication Scoopers

Enhancing Large Language Models with Climate Resources

ChatGPT and a New Academic Reality: Artificial Intelligence-Written Research Papers and the Ethics of the Large Language Models in Scholarly Publishing

A Short Survey of Viewing Large Language Models in Legal Aspect

The (ab)use of Open Source Code to Train Large Language Models

Galactica: A Large Language Model for Science

Repairing Bugs in Python Assignments Using Large Language Models