A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset.
Michael BoratkoHarshit PadigelaDivyendra MikkilineniPritish YuvrajRajarshi DasAndrew McCallumMaria ChangAchille Fokoue-NkoutchePavan KapanipathiNicholas MatteiRyan MusaKartik TalamadupulaMichael WitbrockPublished in: QA@ACL (2018)
Keyphrases
- knowledge base
- knowledge representation
- benchmark datasets
- general knowledge
- knowledge management
- classification accuracy
- knowledge sources
- pattern recognition
- deductive reasoning
- classification models
- contextual knowledge
- domain knowledge
- commonsense knowledge
- classification algorithm
- feature set
- automatic classification
- knowledge acquisition
- contextual information
- expert systems
- classification method
- conceptual model
- knowledge processing
- pattern classification
- reasoning process
- knowledge sharing
- human reasoning
- multi agent decision making
- support vector machine svm
- support vector
- feature vectors
- data mining techniques
- probabilistic knowledge
- data mining
- evidence based medicine
- multi context systems
- machine learning
- decision trees
- neural network
- reasoning mechanism
- incomplete knowledge
- rule based reasoning
- training set
- text classification
- knowledge retrieval
- knowledge based systems
- model based reasoning
- uci datasets
- case based reasoning
- formal models
- uncertain information
- past experience
- supervised learning
- production rules