Harnessing the CRF Complexity with Domain-Specific Constraints. The Case of Morphosyntactic Tagging of a Highly Inflected Language.
Jakub WaszczukPublished in: COLING (2012)
Keyphrases
- domain specific
- conditional random fields
- part of speech
- general purpose
- constraint language
- natural language
- pairwise
- metadata
- programming language
- computational complexity
- integrity constraints
- decision problems
- language learning
- constrained optimization
- space complexity
- collective intelligence
- language processing
- graphical models
- natural language processing
- domain independent
- constraint networks
- constraint logic programming
- knowledge base