Causal Inference with Large Language Model: A Survey

Causal Inference with Large Language Model: A Survey

15 September 2024

Jing Ma

Papers citing "Causal Inference with Large Language Model: A Survey"

8 / 8 papers shown

Title
CausalRAG: Integrating Causal Graphs into Retrieval-Augmented Generation Nengbo Wang Xiaotian Han Jagdip Singh Jing Ma V. Chaudhary 36 0 0 25 Mar 2025
CAUSAL3D: A Comprehensive Benchmark for Causal Learning from Visual Data Disheng Liu Yiran Qiao Wuche Liu Yiren Lu Yunlai Zhou Tuo Liang Yu Yin Jing Ma CML 3DV 45 0 0 06 Mar 2025
LLM4GRN: Discovering Causal Gene Regulatory Networks with LLMs -- Evaluation through Synthetic Data Generation Tejumade Afonja Ivaxi Sheth Ruta Binkyte Waqar Hanif Thomas Ulas Matthias Becker Mario Fritz 28 3 0 21 Oct 2024
Causality for Large Language Models Anpeng Wu Kun Kuang Minqin Zhu Yingrong Wang Yujia Zheng Kairong Han B. Li Guangyi Chen Fei Wu Kun Zhang LRM 30 4 0 20 Oct 2024
Counterfactual Causal Inference in Natural Language with Large Language Models Gael Gendron Jože M. Rožanec Michael Witbrock Gillian Dobbie CML 15 0 0 08 Oct 2024
Mitigating Propensity Bias of Large Language Models for Recommender Systems Guixian Zhang Guan Yuan Debo Cheng Lin Liu Jiuyong Li Shichao Zhang 25 2 0 30 Sep 2024
Large Language Models and Causal Inference in Collaboration: A Survey Xiaoyu Liu Paiheng Xu Junda Wu Jiaxin Yuan Yifan Yang ... Haoliang Wang Tong Yu Julian McAuley Wei Ai Furong Huang ELM LRM 70 35 0 14 Mar 2024
Integrating Large Language Models in Causal Discovery: A Statistical Causal Approach Masayuki Takayama Tadahisa Okuda Thong Pham T. Ikenoue Shingo Fukuma Shohei Shimizu Akiyoshi Sannai 68 16 0 02 Feb 2024