Learning a Syntagmatic and Paradigmatic Structure from Language Data with a Bi-Multigram Model.
Sabine DeligneYoshinori SagisakaPublished in: COLING-ACL (1998)
Keyphrases
- prior knowledge
- hidden variables
- learning models
- experimental data
- learned models
- probabilistic model
- network structure
- computational model
- data collection
- data sets
- statistical methods
- probability distribution
- measured data
- semantic constraints
- data sources
- simulation data
- learning algorithm
- data structure
- high dimensional data
- learning process
- input data
- data analysis
- knowledge discovery
- accurate models
- bayesian methods
- neural network
- context dependent
- high level
- test data
- generative model
- data processing
- big data
- complex structures
- reinforcement learning
- graph representation
- specification language
- database
- hierarchical structure
- supervised learning
- semantic structure
- sensory data
- logical structure