CRF-Seq and CRF-DepTree at PARSEME Shared Task 2018: Detecting Verbal MWEs using Sequential and Dependency-Based Approaches.
Erwan MoreauAshjan AlsulaimaniAlfredo MaldonadoCarl VogelPublished in: LAW-MWE-CxG@COLING (2018)
Keyphrases
- conditional random fields
- pairwise
- graphical models
- crf model
- named entity recognition
- random fields
- information extraction
- higher order
- markov random field
- automatic detection
- parameter learning
- probabilistic model
- sequence labeling
- neural network
- superpixels
- generative model
- multiscale
- decision trees
- computer vision
- information retrieval