From Examples to Rules: Neural Guided Rule Synthesis for Information Extraction.
Robert VacareanuMarco Antonio Valenzuela-EscárcegaGeorge Caique Gouveia BarbosaRebecca SharpMihai SurdeanuPublished in: CoRR (2022)
Keyphrases
- information extraction
- rule sets
- learned rules
- association rules
- classification rules
- counter examples
- rule learning
- rule discovery
- rule mining
- production rules
- learning rules
- rule induction algorithm
- rule generation
- rule induction
- network architecture
- neural network
- active databases
- condition action rules
- natural language processing
- precision and recall
- rule language
- machine learning
- discovered rules
- neural model
- named entity recognition
- subgroup discovery
- structured data
- deduction rules
- natural language
- discovered association rules
- grammar rules
- relational learning
- interesting rules
- active rules
- free text
- web mining
- text mining
- learning classifier systems
- business rules
- redundant rules
- rules discovered
- named entities
- training examples
- data mining