Classification de séquences bidirectionnelles pour des tâches d'étiquetage par apprentissage guidé (Bidirectional Sequence Classification for Tagging Tasks with Guided Learning).
Andrea GesmundoPublished in: TALN (Articles courts) (2011)
Keyphrases
- sequence classification
- discriminative learning
- sequence data
- learning algorithm
- hidden markov models
- machine learning
- learning tasks
- decision trees
- feature vectors
- classification accuracy
- feature selection
- supervised learning
- image classification
- prior knowledge
- markov models
- inductive inference
- topic models
- multi task learning
- multi task
- learning models
- feature extraction
- text classification
- support vector machine
- support vector