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

Master IAAA Intelligence Artificielle & Apprentissage Automatique (M2)

• Word Embeddings
• Contextualized Word Representations

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

• Structured Prediction
• Semantic Frame Parsing
• Label Encodings

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

• Neural Attention Models
• Language Models
• Adversarial Models