Unsupervised POS Induction with Word Embeddings.
Chu-Cheng LinWaleed AmmarChris DyerLori S. LevinPublished in: HLT-NAACL (2015)
Keyphrases
- grammar induction
- n gram
- syntactic categories
- part of speech
- word sense disambiguation
- pos tagging
- pos taggers
- training corpus
- syntactic information
- unknown words
- unsupervised learning
- natural language processing
- word segmentation
- text classification
- vector space
- pointwise mutual information
- dimensionality reduction
- language processing
- linguistic information
- lexical semantics
- unsupervised manner
- high dimensional data
- semi supervised
- linguistic features
- co occurrence
- rule induction
- euclidean space
- inductive learning
- low dimensional
- manifold learning
- ambiguous words
- inductive inference
- unsupervised methods
- related words
- multiword
- machine learning
- inductive logic programming
- wordnet
- information extraction
- probabilistic model