Title
Language Agents Mirror Human Causal Reasoning Biases. How Can We Help Them Think Like Scientists? Anthony GX-Chen Dongyan Lin Mandana Samiei Doina Precup Blake A. Richards Rob Fergus Kenneth Marino CML LRM 13 0 0 14 May 2025
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Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models -- A Survey Philipp Mondorf Barbara Plank ELM LRM LM&MA 28 35 0 02 Apr 2024
AI for social science and social science of AI: A Survey Ruoxi Xu Yingfei Sun Mengjie Ren Shiguang Guo Ruotong Pan Hongyu Lin Le Sun Xianpei Han 53 44 0 22 Jan 2024
Visual cognition in multimodal large language models Luca M. Schulze Buschoff Elif Akata Matthias Bethge Eric Schulz LRM 49 12 0 27 Nov 2023
MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks Allen Nie Yuhui Zhang Atharva Amdekar Chris Piech Tatsunori Hashimoto Tobias Gerstenberg 18 33 0 30 Oct 2023
Passive learning of active causal strategies in agents and language models Andrew Kyle Lampinen Stephanie C. Y. Chan Ishita Dasgupta A. Nam Jane X. Wang 27 15 0 25 May 2023
Imitation versus Innovation: What children can do that large language and language-and-vision models cannot (yet)? Eunice Yiu Eliza Kosoy Alison Gopnik 8 13 0 08 May 2023
Causal Reasoning and Large Language Models: Opening a New Frontier for Causality Emre Kıcıman Robert Osazuwa Ness Amit Sharma Chenhao Tan LRM ELM 24 258 0 28 Apr 2023
Inducing anxiety in large language models increases exploration and bias Julian Coda-Forno Kristin Witte A. Jagadish Marcel Binz Zeynep Akata Eric Schulz AI4CE 15 2 0 21 Apr 2023
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 242 434 0 21 Jun 2022
Inductive Biases for Deep Learning of Higher-Level Cognition Anirudh Goyal Yoshua Bengio AI4CE 13 343 0 30 Nov 2020