Text Summarization
From Extraction to Abstraction
40 SLIDESDeep-Dive Module
Overview
Comprehensive deep-dive into summarization techniques from extractive methods to modern abstractive approaches.
Learning Objectives
- Implement extractive summarization
- Build abstractive models
- Apply evaluation metrics (ROUGE, BERTScore)
- Handle long document summarization
Key Topics
Extractive methods
Abstractive models
ROUGE metrics
Long document handling