Sentence-Based Active Learning Strategies for Information Extraction.
Andrea EsuliDiego MarcheggianiFabrizio SebastianiPublished in: IIR (2010)
Keyphrases
- active learning strategies
- information extraction
- text summarization
- active learning
- natural language
- selection strategies
- binary classification
- named entity recognition
- natural language processing
- text mining
- machine learning
- structured data
- precision and recall
- question answering
- conditional random fields
- named entities
- relation extraction
- multi class
- sentence level
- information retrieval
- machine translation
- multi document summarization
- wordnet
- word sense disambiguation
- generalization error
- reinforcement learning
- selection strategy
- e learning
- learning algorithm