Releases: projeduc/ESI_NLP
Releases · projeduc/ESI_NLP
2025-2026 NLP updated lectures
2025-2026 NLP Tutorials: Morphosyntax
- Tutorial: Basic text processing
- Tutorial: Language models
- Tutorial: Part-of-Speech tagging
- Tutorial: Parsing
2024-2025_NLP_Labs
- Lab01: Information extraction
- Lab02: Parsing sentences using CKY
- Lab03: Word embedding and attention
- Lab04: BERT from scratch
2024-2025: ML4NLP
Many updates:
- deleting all ML review
- adding embedding layer
- for each type of ML approaches, adding classification, sequence tagging and text generation
2024-2025: Syllabus and intro to NLP
- Syllabus
- Presentation
- Introduction to NLP
2023-2024 labs
- Lab01: Tweets’ similarity
- Lab02: Tweets’ grammaticality judgment
- Lab03: Sentences’ similarity based on their words
Some exams prior to 2024
Some exams prior to 2024
Chapter 11: Applications
Chapter 11: Applications
Chapter 10: Discourse coherence
Chapter 10: Discourse coherence
Chapter 09: Coreference resolution
Chapter 09: Coreference resolution