The Power of Declarative Languages: From Information Extraction to Machine Learning.
Shivakumar VaithyanathanPublished in: BTW (2011)
Keyphrases
- information extraction
- machine learning
- text summarization
- natural language processing
- text mining
- declarative language
- free text
- precision and recall
- information retrieval
- language independent
- semi structured
- power consumption
- expressive power
- web documents
- knowledge representation
- named entity recognition
- question answering
- structured data
- relation extraction
- high level
- named entities
- machine translation
- text processing
- conditional random fields
- data analysis
- textual data
- natural language
- cross lingual
- feature selection
- computer vision
- relational learning
- domain independent
- machine learning algorithms
- knowledge acquisition
- learning algorithm
- reinforcement learning
- decision trees
- learning tasks
- machine learning methods
- web mining
- text classification
- machine learning approaches
- explanation based learning
- text documents
- active learning
- grammatical inference