Large Language Models are Effective Priors for Causal Graph Discovery

22 May 2024

Papers citing "Large Language Models are Effective Priors for Causal Graph Discovery"

6 / 6 papers shown

Title
Can LLMs Assist Expert Elicitation for Probabilistic Causal Modeling? Olha Shaposhnyk Daria Zahorska Svetlana Yanushkevich 22 0 0 14 Apr 2025
LLM-initialized Differentiable Causal Discovery Shiv Kampani David Hidary Constantijn van der Poel Martin Ganahl Brenda Miao 11 0 0 28 Oct 2024
Hypothesizing Missing Causal Variables with LLMs Ivaxi Sheth Sahar Abdelnabi Mario Fritz CML LRM 33 4 0 04 Sep 2024
From Pre-training Corpora to Large Language Models: What Factors Influence LLM Performance in Causal Discovery Tasks? Tao Feng Lizhen Qu Niket Tandon Zhuang Li Xiaoxi Kang Gholamreza Haffari LRM 27 4 0 29 Jul 2024
LMPriors: Pre-Trained Language Models as Task-Specific Priors Kristy Choi Chris Cundy Sanjari Srivastava Stefano Ermon BDL 48 35 0 22 Oct 2022
Causal Inference and Causal Explanation with Background Knowledge Christopher Meek CML 208 628 0 20 Feb 2013