nlp:commonsense_reasoning
Table of Contents
Commonsense Reasoning
Papers
General Papers
- Singh 2002 - The Public Acquisition of Commonsense Knowledge The Open Mind Common Sense project, which was the foundation of ConceptNet
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- Bosselut et al 2019 - COMET: Commonsense Transformers for Automatic Knowledge Graph Construction Can be used as a language model-like interface to knowledge contained in ATOMIC or ConceptNet. The “mask” tokens are padding for batch training, see here. Demo
Commonsense Question Answering
Abductive Reasoning
Applications
Winograd Schema Challenge
Overviews
Papers
Datasets
A very helpful list of resources is here: https://cs.nyu.edu/~davise/Benchmarks/Text.html
- Winograd Schema Challenge (original dataset)
- Abductive Reasoning Datasets
- ART, $\alpha$NLI and $\alpha$NLG: 20k commonsense narrative contexts and 200k explanations (from ROCStories dataset) paper
Demos
- COMET Demo
Tutorials
- Vared Shwartz at ACl 2020: slides
Related Pages
nlp/commonsense_reasoning.txt · Last modified: 2023/07/25 01:07 by jmflanig