Dual Decomposition for Natural Language Processing.
Michael CollinsAlexander M. RushPublished in: ACL (Tutorial Abstracts) (2011)
Keyphrases
- dual decomposition
- natural language processing
- map inference
- energy minimization
- lagrangian relaxation
- markov logic
- information extraction
- markov random field
- machine learning
- named entity recognition
- text mining
- computational linguistics
- knowledge representation
- wordnet
- max margin
- natural language
- artificial intelligence
- question answering
- graphical models
- parameter learning
- coreference resolution
- named entities
- multi class
- pairwise
- semantic relations
- inductive logic programming
- belief propagation
- structured prediction