A Practical Perspective on Latent Structured Prediction for Coreference Resolution.
Iryna HaponchykAlessandro MoschittiPublished in: EACL (2) (2017)
Keyphrases
- structured prediction
- coreference resolution
- latent variables
- hidden variables
- maximum margin
- markov networks
- conditional random fields
- natural language processing
- efficient learning
- relation extraction
- prior knowledge
- posterior distribution
- approximate inference
- noun phrases
- probabilistic model
- belief networks
- gaussian process
- topic models
- model selection
- image classification
- information extraction
- active learning
- training data