From Examples to Rules: Neural Guided Rule Synthesis for Information Extraction.
Robert VacareanuMarco Antonio Valenzuela-EscárcegaGeorge Caique Gouveia BarbosaRebecca SharpGustave Hahn-PowellMihai SurdeanuPublished in: LREC (2022)
Keyphrases
- information extraction
- rule sets
- learned rules
- association rules
- counter examples
- rule mining
- rule discovery
- classification rules
- rule induction
- rule learning
- learning rules
- rule generation
- production rules
- rule induction algorithm
- deduction rules
- grammar rules
- machine learning
- discovered rules
- background knowledge
- extraction rules
- natural language processing
- precision and recall
- active databases
- relation extraction
- named entity recognition
- rule language
- redundant rules
- condition action rules
- discovered association rules
- neural network
- information retrieval
- association rule mining
- network architecture
- free text
- word sense disambiguation
- active rules
- web mining
- decision trees
- fuzzy logic
- conditional random fields
- text mining
- question answering
- rough sets
- rules discovered
- data mining
- rule engine
- training examples
- structured data
- interesting rules
- fuzzy rules
- rough set theory
- semi structured