Mining for unambiguous instances to adapt part-of-speech taggers to new domains.
Dirk HovyBarbara PlankHéctor Martínez AlonsoAnders SøgaardPublished in: HLT-NAACL (2015)
Keyphrases
- part of speech
- pos tagging
- n gram
- natural language processing
- word sense disambiguation
- unsupervised grammar induction
- lexical information
- noun phrases
- text mining
- syntactic categories
- pos taggers
- parse tree
- feature extraction
- co occurrence
- wordnet
- data mining
- transfer learning
- word segmentation
- tf idf
- machine learning methods
- text documents
- text classification
- language model
- data analysis
- natural language
- keywords
- learning algorithm