An integrated discriminative probabilistic approach to information extraction.
Xiaofeng YuWai LamBo ChenPublished in: CIKM (2009)
Keyphrases
- information extraction
- precision and recall
- natural language processing
- free text
- uncertain data
- question answering
- text mining
- machine learning
- structured data
- bayesian networks
- feature selection
- semi structured
- text processing
- text summarization
- relational learning
- named entity recognition
- information retrieval
- relation extraction
- semi supervised
- conditional random fields
- natural language
- discriminative learning
- probabilistic logic
- probabilistic interpretation
- discriminative information
- neural network
- probabilistic reasoning
- textual data
- conditional probabilities
- text documents
- named entities
- web documents
- generative model
- feature space