Evaluating machine learning for information extraction.
Neil IresonFabio CiravegnaMary Elaine CaliffDayne FreitagNicholas KushmerickAlberto LavelliPublished in: ICML (2005)
Keyphrases
- information extraction
- machine learning
- natural language processing
- text mining
- precision and recall
- free text
- text processing
- structured data
- machine learning algorithms
- web documents
- machine learning methods
- semi structured
- relational learning
- pattern recognition
- named entity recognition
- named entities
- information retrieval
- computer vision
- text documents
- conditional random fields
- relation extraction
- textual data
- web mining
- open domain
- artificial intelligence
- knowledge acquisition
- natural language
- support vector machine
- learning tasks
- knowledge representation
- word sense disambiguation
- real world
- learning systems
- learning algorithm
- feature selection
- explanation based learning
- decision trees
- reinforcement learning
- inductive learning
- learning problems
- knowledge discovery
- supervised learning
- machine translation
- model selection
- semi supervised learning
- question answering