PSTALN

Prédictions structurées pour le traitement automatique du langage naturel (PSTALN)

Master IAAA Intelligence Artificielle & Apprentissage Automatique (M2)

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Program

Week1

• Word Embeddings
• Contextualized Word Representations

Week2

• Convolutional Neural Networks (CNN) in NLP
• Recurrent Neural Networks (RNN) in NLP

Week3

• Structured Prediction
• Semantic Frame Parsing
• Label Encodings

Week4

• Advanced Architectures
• CRF models
• Viterbi Decoding
• Beam Search

Week5

• Neural Attention Models
• Language Models
• Adversarial Models