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Aug 15, 2019 · We present the first study that investigates the viability of language-based abductive reasoning. We introduce a challenge dataset, ART, that ...
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Abductive reasoning is inference to the most plausible explanation. For example, if Jenny finds her house in a mess when she returns from work, ...
The script will create data/ and models/ directories containing subdirectories anli and anlg for the Abuctive Inference and Generation tasks respectively.
May 24, 2023 · Abstract:Abductive reasoning aims to find plausible explanations for an event. This style of reasoning is critical for commonsense tasks ...
This study introduces a challenge dataset, ART, that consists of over 20k commonsense narrative contexts and 200k explanations, and conceptualizes two new ...
Jul 9, 2023 · Abductive reasoning aims to find plausible ex- planations for an event. This style of reasoning is critical for commonsense tasks where ...
Abductive Reasoning is a task of inferring the most plausible hypothesis given a set of observations. In literature, the community has approached to solve this ...
Abductive reasoning is inference to the most plausible explanation. For example, if Jenny finds her house in a mess when she returns from work, ...
Nov 14, 2023 · To instead investigate the ability to model unusual, unexpected, and unlikely situations, we explore the task of uncommonsense abductive ...
Mar 15, 2024 · Abductive reasoning aims to find plausible explanations for an event. This style of reasoning is critical for commonsense tasks where there are ...