e-CARE: a New Dataset for Exploring Explainable Causal Reasoning

12 May 2022

Papers citing "e-CARE: a New Dataset for Exploring Explainable Causal Reasoning"

39 / 39 papers shown

Title
Com $^2$ : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Kai Xiong Xiao Ding Yixin Cao Yuxiong Yan Li Du Yufei Zhang Jinglong Gao Jiaqian Liu Bing Qin Ting Liu ReLM LRM 44 0 0 08 Jun 2025
Causal Graph based Event Reasoning using Semantic Relation Experts Mahnaz Koupaee Xueying Bai Mudan Chen Greg Durrett Nathanael Chambers Niranjan Balasubramanian 24 0 0 07 Jun 2025
Always Tell Me The Odds: Fine-grained Conditional Probability Estimation Liaoyaqi Wang Zhengping Jiang Anqi Liu Benjamin Van Durme 158 1 0 02 May 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong Xuzhao Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Tianwei Zhang ALM ELM 255 7 0 26 Apr 2025
Causal Retrieval with Semantic Consideration Hyunseo Shin Wonseok Hwang 67 0 0 07 Apr 2025
PROPHET: An Inferable Future Forecasting Benchmark with Causal Intervened Likelihood Estimation Zhengwei Tao Zhi Jin Bincheng Li Xiaoying Bai Haiyan Zhao Chengfeng Dou Xiancai Chen Jia Li Linyu Li Chongyang Tao AI4TS 75 1 0 02 Apr 2025
The MASK Benchmark: Disentangling Honesty From Accuracy in AI Systems Richard Ren Arunim Agarwal Mantas Mazeika Cristina Menghini Robert Vacareanu ... Matias Geralnik Adam Khoja Dean Lee Summer Yue Dan Hendrycks HILM ALM 173 3 0 05 Mar 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 81 0 0 21 Feb 2025
COLD: Causal reasOning in cLosed Daily activities Abhinav Joshi A. Ahmad Ashutosh Modi LRM ReLM 129 3 0 29 Nov 2024
Causal Inference with Large Language Model: A Survey Jing Ma CML LRM 260 9 0 15 Sep 2024
Diagnosing and Remedying Knowledge Deficiencies in LLMs via Label-free Curricular Meaningful Learning Kai Xiong Xiao Ding Li Du Jiahao Ying Ting Liu Bing Qin Yixin Cao 99 2 0 21 Aug 2024
MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models Siwei Wu Kang Zhu Yu Bai Yiming Liang Yizhi Li ... Xingwei Qu Xuxin Cheng Ge Zhang Wenhao Huang Chenghua Lin VLM 94 2 0 24 Jul 2024
Causality extraction from medical text using Large Language Models (LLMs) Seethalakshmi Gopalakrishnan Luciana D. Garbayo Wlodek Zadrozny ELM 69 6 0 13 Jul 2024
Self-Evolving GPT: A Lifelong Autonomous Experiential Learner Jinglong Gao Xiao Ding Yiming Cui Jianbai Zhao Hepeng Wang Ting Liu Bing Qin KELM CLL 119 8 0 12 Jul 2024
From Data to Commonsense Reasoning: The Use of Large Language Models for Explainable AI Stefanie Krause Frieder Stolzenburg ELM LRM 114 2 0 04 Jul 2024
IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons Dan Shi Renren Jin Tianhao Shen Weilong Dong Xinwei Wu Deyi Xiong 105 11 0 26 Jun 2024
Quriosity: Analyzing Human Questioning Behavior and Causal Inquiry through Curiosity-Driven Queries Roberto Ceraolo Dmitrii Kharlapenko Amélie Reymond Rada Mihalcea Mrinmaya Sachan Bernhard Schölkopf Zhijing Jin Zhijing Jin CML 108 2 0 30 May 2024
Quantifying the Capabilities of LLMs across Scale and Precision Sher Badshah Hassan Sajjad 76 14 0 06 May 2024
A Comprehensive Evaluation on Event Reasoning of Large Language Models Zhengwei Tao Zhi Jin Yifan Zhang Xiancai Chen Xiaoying Bai Yue Fang Haiyan Zhao Jia Li Chongyang Tao LRM 68 4 0 26 Apr 2024
EVIT: Event-Oriented Instruction Tuning for Event Reasoning Zhengwei Tao Xiancai Chen Zhi Jin Xiaoying Bai Haiyan Zhao Yiwei Lou 111 3 0 18 Apr 2024
Meaningful Learning: Advancing Abstract Reasoning in Large Language Models via Generic Fact Guidance Kai Xiong Xiao Ding Ting Liu Bing Qin Dongliang Xu Qing Yang Hongtao Liu Yixin Cao LRM 74 7 0 14 Mar 2024
Cause and Effect: Can Large Language Models Truly Understand Causality? Swagata Ashwani Kshiteesh Hegde Nishith Reddy Mannuru Mayank Jindal Dushyant Singh Sengar Krishna Chaitanya Rao Kathala Dishant Banga Vinija Jain Aman Chadha LRM 115 25 0 28 Feb 2024
Inference to the Best Explanation in Large Language Models Dhairya Dalal Marco Valentino André Freitas Paul Buitelaar LRM ELM 100 3 0 16 Feb 2024
How Well Do Feature-Additive Explainers Explain Feature-Additive Predictors? Zachariah Carmichael Walter J. Scheirer FAtt 79 4 0 27 Oct 2023
Eliminating Reasoning via Inferring with Planning: A New Framework to Guide LLMs' Non-linear Thinking Yongqi Tong Yifan Wang Dawei Li Sizhe Wang Zi Lin Simeng Han Jingbo Shang LRM 52 17 0 18 Oct 2023
Intuitive or Dependent? Investigating LLMs' Behavior Style to Conflicting Prompts Jiahao Ying Yixin Cao Kai Xiong Yidong He Long Cui Yongbin Liu 76 13 0 29 Sep 2023
Through the Lens of Core Competency: Survey on Evaluation of Large Language Models Ziyu Zhuang Qiguang Chen Longxuan Ma Mingda Li Yi Han Yushan Qian Haopeng Bai Zixian Feng Weinan Zhang Ting Liu ELM 80 13 0 15 Aug 2023
Reasoning before Responding: Integrating Commonsense-based Causality Explanation for Empathetic Response Generation Yahui Fu K. Inoue Chenhui Chu Tatsuya Kawahara LRM 80 13 0 28 Jul 2023
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets Seonghyeon Ye Doyoung Kim Sungdong Kim Hyeonbin Hwang Seungone Kim Yongrae Jo James Thorne Juho Kim Minjoon Seo ALM 138 108 0 20 Jul 2023
EvEval: A Comprehensive Evaluation of Event Semantics for Large Language Models Zhengwei Tao Zhi Jin Xiaoying Bai Haiyan Zhao Yanlin Feng Jia Li Wenpeng Hu 88 5 0 24 May 2023
GPT-3.5, GPT-4, or BARD? Evaluating LLMs Reasoning Ability in Zero-Shot Setting and Performance Boosting Through Prompts Jessica Nayeli López Espejel E. Ettifouri Mahaman Sanoussi Yahaya Alassan El Mehdi Chouham Walid Dahhane ELM LRM 73 90 0 21 May 2023
Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation Jin-Fang Gao Xiao Ding Bing Qin Ting Liu ELM LRM AI4MH 100 73 0 12 May 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 170 62 0 28 Apr 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 173 64 0 26 Mar 2023
A Survey of Methods, Challenges and Perspectives in Causality Gaël Gendron Michael Witbrock Gillian Dobbie OOD AI4CE CML 102 13 0 01 Feb 2023
Emerging Synergies in Causality and Deep Generative Models: A Survey Guanglin Zhou Shaoan Xie Guang-Yuan Hao Shiming Chen Erdun Gao Xiwei Xu Chen Wang Liming Zhu Lina Yao Kun Zhang AI4CE 147 11 0 29 Jan 2023
ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks Kai Xiong Xiao Ding Zhongyang Li Li Du Bing Qin Yi Zheng Baoxing Huai LRM BDL CML 117 4 0 16 Dec 2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review Jiangjie Chen Yanghua Xiao 118 5 0 07 Dec 2022
Trust in Language Grounding: a new AI challenge for human-robot teams David M. Bossens C. Evers 94 1 0 05 Sep 2022