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ISBN 13: 9781466584969
Author: Epaminondas Kapetanios, Doina Tatar, Christian Sacarea
This book introduces the semantic aspects of natural language processing and its applications. Topics covered include: measuring word meaning similarity, multi-lingual querying, and parametric theory, named entity recognition, semantics, query language, and the nature of language. The book also emphasizes the portions of mathematics needed to under
PART I: Introduction
CHAPTER 1: The Nature of Language
PART II: Mathematics
CHAPTER 2: Relations
CHAPTER 3: Algebraic Structures
CHAPTER 4: Linear Algebra
CHAPTER 5: Conceptual Knowledge Processing
PART III: Knowledge Representation for NLP
CHAPTER 6: Measuring Word Meaning Similarity
CHAPTER 7: Semantics and Query Languages
CHAPTER 8: Multi-Lingual Querying and Parametric Theory
PART IV: Knowledge Extraction and Engineering for NLP
CHAPTER 9: Word Sense Disambiguation
CHAPTER 10: Text Entailment
CHAPTER 11: Text Segmentation
CHAPTER 12: Text Summarization
CHAPTER 13: Named Entity Recognition
Tags: Epaminondas Kapetanios, Doina Tatar, Christian Sacarea, processing, semantic
