POS Tagging for Historical Texts with Sparse Training Data.
Marcel BollmannPublished in: LAW@ACL (2013)
Keyphrases
- pos tagging
- training data
- domain adaptation
- part of speech
- chinese word segmentation
- dependency parsing
- learning algorithm
- word segmentation
- training set
- text documents
- sparse data
- test data
- decision trees
- penn treebank
- training examples
- test set
- pos taggers
- data sets
- machine translation
- supervised learning
- high dimensional
- cross domain
- classification accuracy
- sentiment classification
- keywords
- labeled data
- target domain
- training samples
- semi supervised
- noun phrases
- prior knowledge
- word sense disambiguation
- linguistic analysis
- ranking algorithm
- text mining
- n gram