A Systematic Comparison of Feature-Rich Probabilistic Classifiers for NER Tasks.

Binyamin Rosenfeld Moshe Fresko Ronen Feldman

Published in: PKDD (2005)

Keyphrases

pairwise
probabilistic classifiers
conditional random fields
named entity recognition
information extraction
maximum entropy
naive bayes
feature vectors
bayesian networks
training data
feature space
natural language processing
machine learning
decision trees
supervised learning
text summarization