A Probabilistic Model for Canonicalizing Named Entity Mentions.
Dani YogatamaYanchuan SimNoah A. SmithPublished in: ACL (1) (2012)
Keyphrases
- clustering algorithm
- named entities
- probabilistic model
- relation extraction
- named entity recognition
- co occurrence
- information extraction
- named entity disambiguation
- named entity extraction
- natural language processing
- generative model
- text mining
- question answering
- language model
- graphical models
- linguistic features
- bayesian networks
- expectation maximization
- conditional random fields
- annotated corpus
- noun phrases
- maximum entropy model
- web news
- weakly supervised
- global context
- unsupervised learning
- text documents
- topic models
- proper names