Predicting Typological Features in WALS using Language Embeddings and Conditional Probabilities: ÚFAL Submission to the SIGTYP 2020 Shared Task.
Martin VastlDaniel ZemanRudolf RosaPublished in: CoRR (2020)
Keyphrases
- conditional probabilities
- natural language
- bayesian model
- belief networks
- class labels
- joint distribution
- probabilistic inference
- probability distribution
- training examples
- prior probabilities
- bayesian networks
- feature set
- classification accuracy
- probabilistic model
- feature vectors
- feature space
- random variables
- high dimensional
- bayesian belief networks