Ensemble Distillation for Unsupervised Constituency Parsing.
Behzad ShayeghYanshuai CaoXiaodan ZhuJackie Chi Kit CheungLili MouPublished in: CoRR (2023)
Keyphrases
- unsupervised learning
- natural language
- ensemble methods
- pos tagging
- neural network
- ensemble learning
- syntactic categories
- semi supervised
- supervised learning
- unsupervised manner
- data driven
- grammar induction
- competitive learning
- dependency parsing
- context free grammars
- parse tree
- dependency trees
- random forests
- random forest
- base classifiers
- learning algorithm
- natural language processing
- neural network ensemble
- natural language parsing
- training data
- information theoretic
- classifier ensemble
- named entities
- pruning algorithm
- graph grammars
- intermediate representation
- word order
- training set