Exploring Reasoning Biases in Large Language Models Through Syllogism: Insights from the NeuBAROCO Dataset

被引:0
|
作者
Ozeki, Kentaro [1 ,2 ]
Ando, Risako [1 ]
Morishita, Takanobu [1 ]
Abe, Hirohiko [1 ]
Mineshima, Koji [1 ]
Okada, Mitsuhiro [1 ]
机构
[1] Keio University, Tokyo, Japan
[2] University of Tokyo, Tokyo, Japan
来源
关键词
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [41] A toolbox for surfacing health equity harms and biases in large language models
    Pfohl, Stephen R.
    Cole-Lewis, Heather
    Sayres, Rory
    Neal, Darlene
    Asiedu, Mercy
    Dieng, Awa
    Tomasev, Nenad
    Rashid, Qazi Mamunur
    Azizi, Shekoofeh
    Rostamzadeh, Negar
    McCoy, Liam G.
    Celi, Leo Anthony
    Liu, Yun
    Schaekermann, Mike
    Walton, Alanna
    Parrish, Alicia
    Nagpal, Chirag
    Singh, Preeti
    Dewitt, Akeiylah
    Mansfield, Philip
    Prakash, Sushant
    Heller, Katherine
    Karthikesalingam, Alan
    Semturs, Christopher
    Barral, Joelle
    Corrado, Greg
    Matias, Yossi
    Smith-Loud, Jamila
    Horn, Ivor
    Singhal, Karan
    NATURE MEDICINE, 2024, : 3590 - 3600
  • [42] In-Context Impersonation Reveals Large Language Models' Strengths and Biases
    Salewski, Leonard
    Alaniz, Stephan
    Rio-Torto, Isabel
    Schulz, Eric
    Akata, Zeynep
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), 2023,
  • [43] Capturing Failures of Large Language Models via Human Cognitive Biases
    Jones, Erik
    Steinhardt, Jacob
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 35 (NEURIPS 2022), 2022,
  • [44] 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
  • [45] Understanding Telecom Language Through Large Language Models
    Bariah, Lina
    Zou, Hang
    Zhao, Qiyang
    Mouhouche, Belkacem
    Bader, Faouzi
    Debbah, Merouane
    IEEE CONFERENCE ON GLOBAL COMMUNICATIONS, GLOBECOM, 2023, : 6542 - 6547
  • [46] Exploring Abductive Reasoning in Language Models for Data-to-Text Generation
    Onderkova, Kristyna
    Nickles, Matthias
    2023 31ST IRISH CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COGNITIVE SCIENCE, AICS, 2023,
  • [47] Exploring the Capacity of Pretrained Language Models for Reasoning about Actions and Change
    He, Weinan
    Huang, Canming
    Xiao, Zhanhao
    Liu, Yongmei
    PROCEEDINGS OF THE 61ST ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, ACL 2023, VOL 1, 2023, : 4629 - 4643
  • [48] Trojan Detection in Large Language Models: Insights from The Trojan Detection Challenge
    Maloyan, Narek
    Verma, Ekansh
    Nutfullin, Bulat
    Ashinov, Bislan
    arXiv,
  • [49] Exploring Large Language Models in a Limited Resource Scenario
    Panchbhai, Anand
    Pankanti, Smarana
    2021 11TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, DATA SCIENCE & ENGINEERING (CONFLUENCE 2021), 2021, : 147 - 152
  • [50] Exploring Variability in Risk Taking With Large Language Models
    Bhatia, Sudeep
    JOURNAL OF EXPERIMENTAL PSYCHOLOGY-GENERAL, 2024, 153 (07) : 1838 - 1860