Commonsense Causal Reasoning

"Commonsense Causal Reasoning is the process of capturing and understanding the causal dependencies amongst events and actions." Luo, Zhiyi, et al. "Commonsense causal reasoning between short texts." Fifteenth International Conference on the Principles of Knowledge Representation and Reasoning. 2016.

Papers

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Showing 1–13 of 13 papers

Title	Date	Tasks	Status	Hype
HeadlineCause: A Dataset of News Headlines for Detecting Causalities	Aug 28, 2021	Commonsense Causal ReasoningCommon Sense Reasoning	CodeCode Available	1
CLadder: Assessing Causal Reasoning in Language Models	Dec 7, 2023	Causal InferenceCommonsense Causal Reasoning	CodeCode Available	1
Knowledge-Augmented Language Models for Cause-Effect Relation Classification	Dec 16, 2021	Cause-Effect Relation ClassificationClassification	CodeCode Available	1
COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective	May 9, 2023	Causal InferenceCoLA	CodeCode Available	1
BERTić -- The Transformer Language Model for Bosnian, Croatian, Montenegrin and Serbian	Apr 19, 2021	Commonsense Causal ReasoningLanguage Modeling	—Unverified	0
BERTić - The Transformer Language Model for Bosnian, Croatian, Montenegrin and Serbian	Apr 1, 2021	Commonsense Causal ReasoningLanguage Modeling	—Unverified	0
Commonsense Knowledge-Augmented Pretrained Language Models for Causal Reasoning Classification	Sep 17, 2021	ClassificationCommonsense Causal Reasoning	—Unverified	0
CounterBench: A Benchmark for Counterfactuals Reasoning in Large Language Models	Feb 16, 2025	Commonsense Causal Reasoningcounterfactual	—Unverified	0
Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation	Jan 13, 2021	Commonsense Causal ReasoningData Augmentation	—Unverified	0
SemEval-2012 Task 7: Choice of Plausible Alternatives: An Evaluation of Commonsense Causal Reasoning	Jul 1, 2012	Commonsense Causal ReasoningDimensionality Reduction	—Unverified	0
Visual Choice of Plausible Alternatives: An Evaluation of Image-based Commonsense Causal Reasoning	May 1, 2018	Commonsense Causal ReasoningImage Captioning	CodeCode Available	0
Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models	Jul 5, 2021	Commonsense Causal ReasoningSemantic Similarity	CodeCode Available	0
COLD: Causal reasOning in cLosed Daily activities	Nov 29, 2024	Causal InferenceCommonsense Causal Reasoning	CodeCode Available	0

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