Large language models should be used as scientific reasoning engines, not knowledge databases

被引:14
|
作者
Truhn, Daniel [1 ]
Reis-Filho, Jorge S. [2 ]
Kather, Jakob Nikolas [3 ]
机构
[1] Univ Hosp RWTH Aachen, Dept Diagnost & Intervent Radiol, Aachen, Germany
[2] Mem Sloan Kettering Canc Ctr, Dept Pathol, Expt Pathol, New York, NY 10021 USA
[3] Tech Univ Dresden, Else Kroener Fresenius Ctr Digital Hlth, Dresden, Germany
关键词
D O I
10.1038/s41591-023-02594-z
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
引用
收藏
页码:2983 / 2984
页数:2
相关论文
共 50 条
  • [31] On Implementing Case-Based Reasoning with Large Language Models
    Wilkerson, Kaitlynne
    Leake, David
    CASE-BASED REASONING RESEARCH AND DEVELOPMENT, ICCBR 2024, 2024, 14775 : 404 - 417
  • [32] Evaluating search engines and large language models for answering health questions
    Marcos Fernández-Pichel
    Juan C. Pichel
    David E. Losada
    npj Digital Medicine, 8 (1)
  • [33] From Large Language Models to Databases and Back: A Discussion on Research and Education
    Amer-Yahia, Sihem
    Bonifati, Angela
    Chen, Lei
    Li, Guoliang
    Shim, Kyuseok
    Xu, Jianliang
    Yang, Xiaochun
    SIGMOD RECORD, 2023, 52 (03) : 49 - 56
  • [34] Accelerating Contextualization in AI Large Language Models Using Vector Databases
    Bin Tareaf, Raad
    AbuJarour, Mohammed
    Engelman, Tom
    Liermann, Philipp
    Klotz, Jesse
    38TH INTERNATIONAL CONFERENCE ON INFORMATION NETWORKING, ICOIN 2024, 2024, : 316 - 321
  • [35] Chemical and biological language models in molecular design: opportunities, risks and scientific reasoning
    Bajorath, Juergen
    FUTURE SCIENCE OA, 2024, 10 (01):
  • [36] Updating knowledge in Large Language Models: an Empirical Evaluation
    Marinelli, Alberto Roberto
    Carta, Antonio
    Passaro, Lucia C.
    IEEE CONFERENCE ON EVOLVING AND ADAPTIVE INTELLIGENT SYSTEMS 2024, IEEE EAIS 2024, 2024, : 289 - 296
  • [37] Knowledge of cultural moral norms in large language models
    Ramezani, Aida
    Xu, Yang
    PROCEEDINGS OF THE 61ST ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, ACL 2023, VOL 1, 2023, : 428 - 446
  • [38] Poisoning medical knowledge using large language models
    Yang, Junwei
    Xu, Hanwen
    Mirzoyan, Srbuhi
    Chen, Tong
    Liu, Zixuan
    Liu, Zequn
    Ju, Wei
    Liu, Luchen
    Xiao, Zhiping
    Zhang, Ming
    Wang, Sheng
    NATURE MACHINE INTELLIGENCE, 2024, : 1156 - 1168
  • [39] Unifying Large Language Models and Knowledge Graphs: A Roadmap
    Pan, Shirui
    Luo, Linhao
    Wang, Yufei
    Chen, Chen
    Wang, Jiapu
    Wu, Xindong
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 36 (07) : 3580 - 3599
  • [40] Knowledge Graph Treatments for Hallucinating Large Language Models
    Collarana, Diego
    Busch, Moritz
    Lange, Christoph
    ERCIM NEWS, 2024, (136): : 35 - 36