Cavicchio F Emotion Detection in Natural Language Processing 2025
General:
Name: Cavicchio F Emotion Detection in Natural Language Processing 2025
Format: pdf
Size: 2.25 MB
Book:
Title: Emotion Detection in Natural Language Processing
Author: Federica Cavicchio
Language: angielski
Year: 2024
Subjects: Computers, Music, Film & Performing Arts, Multimedia, Music Technology & Recording, Music & Sound Effects – Multimedia Technology, Music Software
Publisher: Springer-Verlag New York, LLC
ISBN: 9783031720475
Total pages: 114
Description:
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.
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