Fast(er) Exact Decoding and Global Training for Transition-Based Dependency Parsing via a Minimal Feature Set.
Tianze ShiLiang HuangLillian LeePublished in: CoRR (2017)
Keyphrases
- feature set
- dependency parsing
- feature selection
- supervised training
- random forest
- classification accuracy
- feature space
- feature vectors
- dependency parser
- semantic role labeling
- feature extraction
- syntactic semantic
- training set
- selected features
- dependency tree
- syntactic features
- feature representation
- linguistic features
- page layout analysis
- structural features
- semantic features
- training samples
- knowledge base
- feature subset
- kernel function
- language model
- supervised learning