Computational Linguistics - Language Models and Artificial Intelligence in Robotic Systems

Fouad Sabry

Beschreibung

In the rapidly advancing world of Robotics Science, understanding computational linguistics is paramount. This book, "Computational Linguistics," delves into the intersection of language and technology, offering invaluable insights into the processes and tools that are shaping artificial intelligence and natural language processing. It is an essential read for professionals, students, and enthusiasts seeking to deepen their knowledge of how language can be understood and processed by machines.

Chapters Brief Overview:

1: Computational linguistics: Explore the foundational concepts and methodologies of computational linguistics.

2: Natural language processing: Uncover the techniques that enable machines to understand human language.

3: Corpus linguistics: Examine the study of language through large collections of text, fundamental to machine learning.

4: Text corpus: Discover how corpora are used to train language models and improve NLP systems.

5: Wordsense disambiguation: Understand how machines discern meaning from words with multiple interpretations.

6: Cognitive linguistics: Explore the relationship between language and thought, essential for AI comprehension.

7: Partofspeech tagging: Learn how machines identify and categorize words in a sentence for processing.

8: Charles J. Fillmore: Delve into the work of Fillmore, whose theories have influenced modern linguistics and NLP.

9: Treebank: Study the annotated syntactic structure of language used in computational models.

10: Statistical machine translation: Examine how statistical methods are applied to machine translation systems.

11: Linguistic categories: Understand the classification of language elements and its role in NLP applications.

12: Language and Communication Technologies: Discover the technologies driving advancements in languagebased AI.

13: History of natural language processing: Gain insights into the evolution of NLP and its current significance.

14: SemEval: Explore the SemEval series of evaluations, crucial for assessing NLP tasks.

15: DELPHIN: Learn about the DELPHIN project and its contributions to computational linguistics.

16: John Nerbonne: Discover the influential work of Nerbonne in the realm of computational linguistics.

17: ISLRN: Study the role of the International Standard Language Resource Number in data sharing.

18: Emily M. Bender: Understand the pioneering contributions of Bender in linguistics and AI.

19: Functional linguistics: Dive into functional linguistics and its application to computational models.

20: Lexicology: Explore the study of words and their meanings, crucial for language processing.

21: Syntax: Learn the rules governing sentence structure, essential for AI language comprehension.

By bridging the gap between linguistics and technology, this book offers readers a comprehensive toolkit for understanding and advancing in computational linguistics. Whether you're a student eager to delve into the subject, a professional seeking to expand your expertise, or an enthusiast curious about the future of AI, this book is for you.

Verfügbar seit: 01.01.2025.

Drucklänge: 195 Seiten.

Wissenschaft & Technologie

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