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：
arXiv |
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
  • [21] Emergent analogical reasoning in large language models
    Taylor Webb
    Keith J. Holyoak
    Hongjing Lu
    Nature Human Behaviour, 2023, 7 : 1526 - 1541
  • [22] Large Language Models are Visual Reasoning Coordinators
    Chen, Liangyu
    Li, Bo
    Shen, Sheng
    Yang, Jingkang
    Li, Chunyuan
    Keutzer, Kurt
    Darrell, Trevor
    Liu, Ziwei
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), 2023,
  • [23] Inductive reasoning in humans and large language models
    Han, Simon Jerome
    Ransom, Keith J.
    Perfors, Andrew
    Kemp, Charles
    COGNITIVE SYSTEMS RESEARCH, 2024, 83
  • [24] Conditional and Modal Reasoning in Large Language Models
    Holliday, Wesley H.
    Mandelkern, Matthew
    Zhang, Cedegao E.
    EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, 2024, : 3800 - 3821
  • [25] Emergent analogical reasoning in large language models
    Webb, Taylor
    Holyoak, Keith J.
    Lu, Hongjing
    NATURE HUMAN BEHAVIOUR, 2023, 7 (09) : 1526 - 1541
  • [26] A survey of table reasoning with large language models
    Zhang, Xuanliang
    Wang, Dingzirui
    Dou, Longxu
    Zhu, Qingfu
    Che, Wanxiang
    FRONTIERS OF COMPUTER SCIENCE, 2025, 19 (09)
  • [27] Benchmarking Cognitive Biases in Large Language Models as Evaluators
    Koo, Ryan
    Lee, Minhwa
    Raheja, Vipul
    Park, Jongin
    Kim, Zae Myung
    Kang, Dongyeop
    FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS: ACL 2024, 2024, : 517 - 545
  • [28] Biases in Large Language Models: Origins, Inventory, and Discussion
    Navigli, Roberto
    Conia, Simone
    Ross, Bjorn
    ACM JOURNAL OF DATA AND INFORMATION QUALITY, 2023, 15 (02):
  • [29] (Ir)rationality and cognitive biases in large language models
    Macmillan-Scott, Olivia
    Musolesi, Mirco
    ROYAL SOCIETY OPEN SCIENCE, 2024, 11 (06):
  • [30] This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models
    Garcia-Ferrero, Iker
    Altuna, Begona
    Alvez, Javier
    Gonzalez-Dios, Itziar
    Rigau, German
    2023 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP 2023), 2023, : 8596 - 8615
12345