DeepSPIN: Deep Structured Prediction for Natural Language Processing.
André F. T. MartinsBen PetersChrysoula ZervaChunchuan LyuGonçalo M. CorreiaMarcos V. TrevisoPedro Henrique MartinsTsvetomila MihaylovaPublished in: EAMT (2022)
Keyphrases
- structured prediction
- natural language processing
- maximum margin
- conditional random fields
- information extraction
- efficient learning
- markov networks
- natural language
- approximate inference
- machine learning
- text mining
- latent variables
- convex optimization
- graphical models
- support vector machine
- knowledge representation
- learning tasks
- maximum likelihood
- higher order
- probabilistic model
- feature selection
- artificial intelligence