Is Knowledge All Large Language Models Needed for Causal Reasoning?

v1v2 (latest)

Is Knowledge All Large Language Models Needed for Causal Reasoning?

30 December 2023

ArXiv (abs)PDF HTML

Papers citing "Is Knowledge All Large Language Models Needed for Causal Reasoning?"

6 / 6 papers shown

Title
LLM Cannot Discover Causality, and Should Be Restricted to Non-Decisional Support in Causal Discovery Xingyu Wu Kui Yu Jibin Wu Kay Chen Tan CML 48 0 0 01 Jun 2025
Causal Inference with Large Language Model: A Survey Jing Ma CML LRM 257 9 0 15 Sep 2024
ALCM: Autonomous LLM-Augmented Causal Discovery Framework Elahe Khatibi Mahyar Abbasian Zhongqi Yang Iman Azimi Amir M. Rahmani 151 15 0 02 May 2024
Deep Causal Learning: Representation, Discovery and Inference Zizhen Deng Xiaolong Zheng Hu Tian D. Zeng CML BDL 121 11 0 07 Nov 2022
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.3K 22,379 0 22 May 2017
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.3K 17,237 0 16 Feb 2016