Extração de informação

19 outubro 2017, 11:00 • Pável Pereira Calado

- Exercícios de extracção de informação e HMMs.

Information Extraction with Hidden Markov Models (cont.)

19 outubro 2017, 09:30 • Bruno Emanuel Da Graça Martins

• Supervised Training of Hidden Markov Models
• Maximum Likelihood Estimation
• Parameter smoothing
• Unsupervised Training of Hidden Markov Models
• The Segmental K-Means Algorithm
• Discriminative Models for Structured Prediction (i.e., for predicting sequences)
• The Structured Perceptron Algorithm
• Conditional Random Fields (general overview.)

Information Extraction with Hidden Markov Models (cont.)

19 outubro 2017, 09:30 • Bruno Emanuel Da Graça Martins

• Supervised Training of Hidden Markov Models
• Maximum Likelihood Estimation
• Parameter smoothing
• Unsupervised Training of Hidden Markov Models
• The Segmental K-Means Algorithm
• Discriminative Models for Structured Prediction (i.e., for predicting sequences)
• The Structured Perceptron Algorithm
• Conditional Random Fields (general overview.)

Extração de informação

18 outubro 2017, 11:30 • Pável Pereira Calado

- Exercícios de extracção de informação e HMMs.

Document Clustering and Classification

13 outubro 2017, 15:30 • Bruno Emanuel Da Graça Martins

• Programming exercises about document clustering and classification
• Exercise about the naive Bayes classifier
• Support to the course project