Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning.
Sotiris LamprinidisDaniel HardtDirk HovyPublished in: EMNLP (2018)
Keyphrases
- semantic knowledge
- multi task learning
- natural language text
- multi task
- semantic information
- learning tasks
- domain knowledge
- gaussian processes
- transfer learning
- natural language
- learning problems
- high order
- semantic network
- knowledge sources
- keywords
- information extraction
- learning models
- theoretical analysis
- relation extraction
- domain ontology
- data sets
- machine learning
- data mining
- co occurrence
- multi class
- automatic extraction
- support vector
- reinforcement learning
- training data