Fast(er) Exact Decoding and Global Training for Transition-Based Dependency Parsing via a Minimal Feature Set.
Tianze ShiLiang HuangLillian LeePublished in: EMNLP (2017)
Keyphrases
- feature set
- dependency parsing
- supervised training
- feature selection
- random forest
- classification accuracy
- semantic role labeling
- feature extraction
- dependency tree
- selected features
- feature vectors
- syntactic semantic
- dependency parser
- training set
- feature space
- structural features
- feature representation
- test set
- word sense disambiguation
- feature extraction and selection
- supervised learning
- syntactic features
- linguistic features
- semantic features
- feature selection algorithms
- data sets
- feature subset
- training samples
- text categorization
- image processing