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Deep Learning Approaches to Text Production - Synthesis Lectures on Human Language Technologies Shashi Narayan
Deep Learning Approaches to Text Production - Synthesis Lectures on Human Language Technologies
Shashi Narayan
Offers an overview of the fundamentals of neural models for text production. In particular, the book explores three main aspects of neural approaches to text production: how sequential decoders learn to generate adequate text, how encoders learn to produce better input representations, and how neural generators account for task-specific objectives.
199 pages
| Media | Books Paperback Book (Book with soft cover and glued back) |
| Released | March 20, 2020 |
| ISBN13 | 9781681737584 |
| Publishers | Morgan & Claypool Publishers |
| Pages | 199 |
| Dimensions | 150 × 220 × 10 mm · 353 g |
| Language | English |