Multitask Easy-First Dependency Parsing: Exploiting Complementarities of Different Dependency Representations.
Yash KankanampatiJoseph Le RouxNadi TomehDima TajiNizar HabashPublished in: COLING (2020)
Keyphrases
- dependency parsing
- multi task
- multitask learning
- multi task learning
- learning tasks
- semantic role labeling
- dependency parser
- dependency tree
- syntactic dependencies
- multiple tasks
- multi class
- semantic parsing
- syntactic semantic
- semantic dependencies
- gaussian processes
- learning problems
- feature selection
- maximum margin
- parse tree
- transfer learning
- data sets
- information gain
- maximum entropy
- data mining