Do Language Models Exhibit the Same Cognitive Biases in Problem Solving
as Human Learners?

Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?

31 January 2024

Alessandro Stolfo

Haruki Shirakami

Bernhard Schölkopf

Abulhair Saparov

Mrinmaya Sachan

Papers citing "Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?"

12 / 12 papers shown

Title
Cognitive Debiasing Large Language Models for Decision-Making Yougang Lyu Shijie Ren Yue Feng Zihan Wang Z. Chen Z. Z. Ren Maarten de Rijke 34 0 0 05 Apr 2025
Can LLMs Understand Time Series Anomalies? Zihao Zhou Rose Yu AI4TS 79 8 0 13 Mar 2025
MathGAP: Out-of-Distribution Evaluation on Problems with Arbitrarily Complex Proofs Andreas Opedal Haruki Shirakami Bernhard Schölkopf Abulhair Saparov Mrinmaya Sachan LRM 54 1 0 17 Feb 2025
Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis Zeping Yu Sophia Ananiadou LRM MILM 27 6 0 21 Sep 2024
First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model Reasoning Yoichi Aoki Keito Kudo Tatsuki Kuribayashi Shusaku Sone Masaya Taniguchi Keisuke Sakaguchi Kentaro Inui LRM 19 1 0 23 Jun 2024
People will agree what I think: Investigating LLM's False Consensus Effect Junhyuk Choi Yeseon Hong Bugeun Kim 41 0 0 16 Jun 2024
Beyond English: Evaluating LLMs for Arabic Grammatical Error Correction S. Kwon Gagan Bhatia El Moatez Billah Nagoudi Muhammad Abdul-Mageed 47 17 0 13 Dec 2023
Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought Abulhair Saparov He He ELM LRM ReLM 116 270 0 03 Oct 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 236 435 0 21 Jun 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,730 0 04 Mar 2022
A Theme-Rewriting Approach for Generating Algebra Word Problems Rik Koncel-Kedziorski Ioannis Konstas Luke Zettlemoyer Hannaneh Hajishirzi AIMat 58 28 0 19 Oct 2016