A Hybrid Machine Learning Approach for Information Extraction.
Eduardo F. A. SilvaFlávia A. BarrosRicardo Bastos Cavalcante PrudêncioPublished in: HIS (2006)
Keyphrases
- information extraction
- machine learning
- natural language processing
- text mining
- structured data
- precision and recall
- text processing
- textual data
- named entity recognition
- pattern recognition
- natural language
- machine learning methods
- information retrieval
- machine learning algorithms
- relation extraction
- artificial intelligence
- knowledge acquisition
- web documents
- support vector machine
- conditional random fields
- open domain
- semi structured
- hybrid approaches
- free text
- named entities
- question answering
- data mining
- natural language text
- knowledge discovery
- explanation based learning
- hybrid learning
- data analysis
- computer vision
- machine learning and data mining
- feature selection
- decision trees
- web mining
- computational biology
- word sense disambiguation
- statistical methods
- text documents
- machine translation