Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation

Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation

12 May 2023

Papers citing "Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation"

15 / 15 papers shown

Title
Sentiment-Aware Recommendation Systems in E-Commerce: A Review from a Natural Language Processing Perspective Yogesh Gajula 20 0 0 03 May 2025
ExpliCa: Evaluating Explicit Causal Reasoning in Large Language Models Martina Miliani S. Auriemma Alessandro Bondielli Emmanuele Chersoni Lucia Passaro Irene Sucameli Alessandro Lenci LRM ELM 43 0 0 21 Feb 2025
Knowledge Graph-Driven Retrieval-Augmented Generation: Integrating Deepseek-R1 with Weaviate for Advanced Chatbot Applications Alexandru Lecu Adrian Groza Lezan Hawizy RALM 46 0 0 16 Feb 2025
Causal Inference with Large Language Model: A Survey Jing Ma CML LRM 60 8 0 15 Sep 2024
Are LLMs Good Annotators for Discourse-level Event Relation Extraction? Kangda Wei Aayush Gautam Ruihong Huang 32 4 0 28 Jul 2024
Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction Yuncheng Hua Yujin Huang Shuo Huang Tao Feng Lizhen Qu Chris Bain R. Bassed Gholamreza Haffari CML OOD 35 2 0 18 Jun 2024
An Explainable AI Approach to Large Language Model Assisted Causal Model Auditing and Development Yanming Zhang Brette Fitzgibbon Dino Garofolo Akshith Kota Eric Papenhausen Klaus Mueller CML 31 5 0 23 Dec 2023
Primacy Effect of ChatGPT Yiwei Wang Yujun Cai Muhao Chen Yuxuan Liang Bryan Hooi ALM AI4MH LRM 19 12 0 20 Oct 2023
ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations Chunkit Chan Cheng Jiayang Weiqi Wang Yuxin Jiang Tianqing Fang Xin Liu Yangqiu Song LRM 78 60 0 28 Apr 2023
Emerging Synergies in Causality and Deep Generative Models: A Survey Guanglin Zhou Shaoan Xie Guang-Yuan Hao Shiming Chen Biwei Huang Xiwei Xu Chen Wang Liming Zhu Lina Yao Kun Zhang AI4CE 42 11 0 29 Jan 2023
Ask Me Anything: A simple strategy for prompting language models Simran Arora A. Narayan Mayee F. Chen Laurel J. Orr Neel Guha Kush S. Bhatia Ines Chami Frederic Sala Christopher Ré ReLM LRM 206 205 0 05 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,881 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,402 0 28 Jan 2022
Guided Generation of Cause and Effect Zhongyang Li Xiao Ding Ting Liu J. E. Hu Benjamin Van Durme 155 78 0 21 Jul 2021