This book provides a practical guide on annotating emotions in natural language data and showcases how these annotations can improve Natural Language Processing (NLP) and Natural Language Understanding (NLU) models and applications. The author presents an introduction to emotion as well as the ethical considerations on emotion annotation. State-of-the-art approaches to emotion annotation in NLP and NLU including rule-based, machine learning, and deep learning applications are addressed. Theoretical foundations of emotion and the implication on emotion annotation are discussed along with the current challenges and limitations in emotion annotation. This book is appropriate for researchers and practitioners in the field of NLP and NLU and anyone interested in the intersection of natural language and emotion.
| ISBN: | 9783031720468 |
| Publication date: | 30th September 2024 |
| Author: | Federica Cavicchio |
| Publisher: | Springer an imprint of Springer Nature Switzerland |
| Format: | Hardback |
| Pagination: | 105 pages |
| Series: | Synthesis Lectures on Human Language Technologies |
| Genres: |
Natural language and machine translation Machine learning Mathematical modelling Stochastics Probability and statistics Artificial intelligence Computer science |
This book provides a practical guide on annotating emotions in natural language data and showcases how these annotations can improve Natural Language Processing (NLP) and Natural Language Understanding (NLU) models and applications. The author presents an introduction to emotion as well as the ethical considerations on emotion annotation.
Emotion Detection in Natural Language Processing features in the following genres: Natural language and machine translation, Machine learning, Mathematical modelling, Stochastics, Probability and statistics, Artificial intelligence, Computer science
Hardback. £22.49, down from the £24.99 cover price. Not Available.
Emotion Detection in Natural Language Processing was written by Federica Cavicchio and published by Springer an imprint of Springer Nature Switzerland
Emotion Detection in Natural Language Processing has 105 pages
Yes it is part of Synthesis Lectures on Human Language Technologies series
£22.49, reduced from £24.99. Not Available.