Unsupervised Training of a Finite-State Sliding-Window Part-of-Speech Tagger.
Enrique Sánchez VillamilMikel L. ForcadaRafael C. CarrascoPublished in: EsTAL (2004)
Keyphrases
- sliding window
- finite state
- markov chain
- data streams
- supervised learning
- markov decision processes
- model checking
- fixed size
- variable size
- tree automata
- window size
- streaming data
- semi supervised
- optimal policy
- average cost
- limited memory
- context free
- machine learning
- learning algorithm
- data sets
- image coding
- unsupervised learning
- continuous queries
- text classification
- state space
- dynamic programming
- training set
- policy iteration
- search algorithm
- finite state transducers
- window sizes
- completely independent
- fixed width