CausalBench: A Comprehensive Benchmark for Causal Learning Capability of
Large Language Models

CausalBench: A Comprehensive Benchmark for Causal Learning Capability of Large Language Models

9 April 2024

Liang Feng

Kay Chen Tan

Papers citing "CausalBench: A Comprehensive Benchmark for Causal Learning Capability of Large Language Models"

14 / 14 papers shown

Title
QM-ToT: A Medical Tree of Thoughts Reasoning Framework for Quantized Model Zongxian Yang Jiayu Qian Z. Huang Kay Chen Tan LM&MA LRM 111 0 0 13 Apr 2025
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap Xingyu Wu Sheng-hao Wu Jibin Wu Liang Feng Kay Chen Tan ELM 85 68 0 18 Jan 2024
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes Lizhou Fan Wenyue Hua Lingyao Li Haoyang Ling Yongfeng Zhang LRM 56 52 0 22 Dec 2023
Evaluating Large Language Models: A Comprehensive Survey Zishan Guo Renren Jin Chuang Liu Yufei Huang Dan Shi ... Linhao Yu Yan Liu Jiaxuan Li Bojian Xiong Deyi Xiong ELM LM&MA 53 187 0 30 Oct 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs Jinyang Li Binyuan Hui Ge Qu Jiaxi Yang Binhua Li ... Guoliang Li Kevin C. C. Chang Fei Huang Reynold Cheng Yongbin Li LMTD 91 402 0 04 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 92 276 0 28 Apr 2023
Understanding Causality with Large Language Models: Feasibility and Opportunities Cheng Zhang Stefan Bauer Paul N. Bennett Jian-chuan Gao Wenbo Gong ... Joel Jennings Chao Ma Tom Minka Nick Pawlowski James Vaughan LRM ELM 87 59 0 11 Apr 2023
Capabilities of GPT-4 on Medical Challenge Problems Harsha Nori Nicholas King S. McKinney Dean Carignan Eric Horvitz LM&MA ELM AI4MH 107 795 0 20 Mar 2023
Causal-Discovery Performance of ChatGPT in the context of Neuropathic Pain Diagnosis Ruibo Tu Chao Ma Cheng Zhang ELM CML 41 43 0 24 Jan 2023
Emergent Abilities of Large Language Models Jason W. Wei Yi Tay Rishi Bommasani Colin Raffel Barret Zoph ... Tatsunori Hashimoto Oriol Vinyals Percy Liang J. Dean W. Fedus ELM ReLM LRM 261 2,462 0 15 Jun 2022
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 558 2,660 0 03 Sep 2019
DAG-GNN: DAG Structure Learning with Graph Neural Networks Yue Yu Jie Chen Tian Gao Mo Yu BDL CML GNN 67 485 0 22 Apr 2019
Order-independent constraint-based causal structure learning Diego Colombo Marloes H. Maathuis CML 104 604 0 14 Nov 2012
Learning Bayesian Networks with the bnlearn R Package M. Scutari BDL 155 1,729 0 26 Aug 2009