A Maximum Entropy Approach to Natural Language Processing.
Adam L. BergerStephen Della PietraVincent J. Della PietraPublished in: Comput. Linguistics (1996)
Keyphrases
- maximum entropy
- natural language processing
- named entity recognition
- maximum entropy principle
- information extraction
- markov models
- machine learning
- text mining
- natural language
- random fields
- knowledge representation
- principle of maximum entropy
- probabilistic logic
- text processing
- conditional random fields
- semantic relations
- word sense disambiguation
- wordnet
- maximum entropy model
- named entities
- question answering
- transformation based learning
- iterative scaling
- part of speech
- graph cuts
- higher order
- co occurrence
- information retrieval