B7: Natural Language Processing

Course in Spring 2025 in the Mastère spécialisé “Smart Mobility”
CC-BY 2025 Fabian M. Suchanek
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The course takes place at Télécom Paris
Monday 2025-03-31 Morning
  1. Introduction to Natural Language Processing
  2. Knowledge Bases
  3. Knowledge Representation
  4. POS Tagging
Monday 2025-03-31 Afternoon
  1. Dependency Parsing
  2. Regular Expressions
  3. Evaluation
  4. Entity Typing
  5. Semantic Web
  6. Lab (with Samy Haffoudhi) **graded***, deadline 9 April 2025
Tuesday 2025-04-01 Morning
  1. Introduction to Deep Learning
  2. Named Entity Recognition and Classification
Friday 2024-06-21 Afternoon
  1. Disambiguation
  2. Constrained Decoding
  3. Fact Extraction
  4. LLMs in practice
  5. Hands-on tutorial

Also, in B8 on 2025-04-23 Afternoon: