Probabilistic declarative information extraction.
Daisy Zhe WangEirinaios MichelakisMichael J. FranklinMinos N. GarofalakisJoseph M. HellersteinPublished in: ICDE (2010)
Keyphrases
- information extraction
- natural language processing
- machine learning
- probabilistic model
- precision and recall
- generative model
- free text
- conditional random fields
- question answering
- information retrieval
- text mining
- bayesian networks
- data sets
- probabilistic reasoning
- named entities
- context sensitive
- belief networks
- real time
- machine translation
- text documents
- structured data
- information theoretic
- semi structured
- databases
- text summarization
- database
- relational learning
- ontology based information extraction