A Probabilistic Theory of Abductive Reasoning
ICAART, 2021. [All Versions]. A probabilistic perspective for interpreting Abductive Reasoning.
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An Approach to Abductive Reasoning in Equational Logic aaai.org
IJCAI'13, 2013. [All Versions]. Abduction has been extensively studied in propositional logic because of its many applications in artificial intelligence. However, its intrinsic complexity has been a limitation to the implementation of abductive reasoning tools in more…
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Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution arxiv.org
CVPR'21, 2021. [All Versions].
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Abductive Reasoning and Learning link.springer.com
Springer, 2000. [All Versions]. This book contains leading survey papers on the various aspects of Abduction, both logical and numerical approaches.
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Abductive Commonsense Reasoning openreview.net
ICLR'20, 2020. [All Versions]. Abductive commonsense reasoning on large language models.
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UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations aclanthology.org
NAACL'24, 2024. [All Versions]. This paper explores the task of uncommonsense abductive reasoning. Given a piece of context with an unexpected outcome, this task requires reasoning abductively to generate an explanation that makes the unexpected outcome more likely in the…
AGI & CoCoSci › Papers > Abduction > Explanation: “ICAART, 2021. [All Versions]. A probabilistic perspective for interpreting Abductive Reasoning.”