Unsupervised POS Induction with Word Embeddings.
Chu-Cheng LinWaleed AmmarChris DyerLori S. LevinPublished in: CoRR (2015)
Keyphrases
- grammar induction
- n gram
- syntactic categories
- part of speech
- pos taggers
- word sense disambiguation
- pos tagging
- training corpus
- unknown words
- pointwise mutual information
- syntactic information
- language processing
- unsupervised learning
- statistical machine translation
- semi supervised
- low dimensional
- co occurrence
- machine learning
- supervised learning
- manifold learning
- unsupervised methods
- context free grammars
- word segmentation
- vector space
- word recognition
- linguistic features
- linguistic information
- high dimensional data
- multiword
- lexical semantics
- natural language processing
- inductive learning
- text classification
- question answering
- natural language text
- word alignment
- related words
- word sense
- rule induction
- language model
- similarity measure