Large Language Models and Cognitive Science: A Comprehensive Review of
Similarities, Differences, and Challenges

Large Language Models and Cognitive Science: A Comprehensive Review of Similarities, Differences, and Challenges

4 September 2024

Qian Niu

Junyu Liu

Ziqian Bi

Pohsun Feng

Benji Peng

Keyu Chen

Ming Li

Lawrence KQ Yan

Yichao Zhang

Caitlyn Heqi Yin

Cheng Fei

Papers citing "Large Language Models and Cognitive Science: A Comprehensive Review of Similarities, Differences, and Challenges"

12 / 12 papers shown

Title
Understanding LLM Scientific Reasoning through Promptings and Model's Explanation on the Answers Alice Rueda Mohammed S. Hassan Argyrios Perivolaris Bazen G. Teferra Reza Samavi ... Y. Wu Y. Zhang Bo Cao Divya Sharma Sridhar Krishnan Venkat Bhat ELM LRM 43 0 0 02 May 2025
The potential -- and the pitfalls -- of using pre-trained language models as cognitive science theories Raj Sanjay Shah Sashank Varma LRM 80 0 0 22 Jan 2025
Large Language Model Benchmarks in Medical Tasks Lawrence K. Q. Yan Ming Li Y. Zhang Caitlyn Heqi Yin Cheng Fei ... Ziqian Bi Pohsun Feng Keyu Chen Junyu Liu Qian Niu LM&MA AI4MH 51 4 0 28 Oct 2024
Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Object-Oriented Programming Tianyang Wang Ziqian Bi Keyu Chen Jiawei Xu Qian Niu ... Jinlang Wang Pohsun Feng Caitlyn Heqi Yin Yizhu Wen Ming Liu 22 1 0 30 Sep 2024
Rephrase and Contrast: Fine-Tuning Language Models for Enhanced Understanding of Communication and Computer Networks Liujianfu Wang Yuyang Du Jingqi Lin Kexin Chen Soung Chang Liew 21 0 0 21 Sep 2024
Surveying the MLLM Landscape: A Meta-Review of Current Surveys Ming Li Keyu Chen Ziqian Bi Ming Liu Benji Peng ... Jinlang Wang Sen Zhang X. Pan Jiawei Xu Pohsun Feng OffRL 34 2 0 17 Sep 2024
From Text to Multimodality: Exploring the Evolution and Impact of Large Language Models in Medical Practice Qian Niu Keyu Chen Ming Li Pohsun Feng Ziqian Bi ... Junyu Liu Benji Peng Tianyang Wang Yunze Wang Silin Chen LM&MA 22 2 0 14 Sep 2024
(Ir)rationality and Cognitive Biases in Large Language Models Olivia Macmillan-Scott Mirco Musolesi LRM 41 17 0 14 Feb 2024
Creativity Support in the Age of Large Language Models: An Empirical Study Involving Emerging Writers Tuhin Chakrabarty Vishakh Padmakumar Faeze Brahman Smaranda Muresan 44 31 0 22 Sep 2023
The Debate Over Understanding in AI's Large Language Models Melanie Mitchell D. Krakauer ELM 70 196 0 14 Oct 2022
Psychologically-informed chain-of-thought prompts for metaphor understanding in large language models Ben Prystawski P. Thibodeau Christopher Potts Noah D. Goodman ReLM LRM AI4CE 32 20 0 16 Sep 2022
A Precis of Language Models are not Models of Language Csaba Veres 24 3 0 16 May 2022