Summarizing With a Seq2Seq Model
Run an abstractive summarizer.
What Is Seq2Seq?
A seq2seq model maps one sequence of words to another. Feed it a long article and it produces a shorter sequence: your summary. 🔁
Encoder and Decoder
Seq2seq has two parts. The encoder reads and compresses the input, and the decoder writes the output one token at a time.
All lessons in this course
- Extractive vs Abstractive Summaries
- Summarizing With a Seq2Seq Model
- Machine Translation in Practice
- Scoring Generation With ROUGE and BLEU