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Semantic Role Labeling
Martha Palmer
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Description for Semantic Role Labeling
Paperback. .
This book is aimed at providing an overview of several aspects of semantic role labeling. Chapter 1 begins with linguistic background on the definition of semantic roles and the controversies surrounding them. Chapter 2 describes how the theories have led to structured lexicons such as FrameNet, VerbNet and the PropBank Frame Files that in turn provide the basis for large scale semantic annotation of corpora. This data has facilitated the development of automatic semantic role labeling systems based on supervised machine learning techniques. Chapter 3 presents the general principles of applying both supervised and unsupervised machine learning to this task, ... Read more
This book is aimed at providing an overview of several aspects of semantic role labeling. Chapter 1 begins with linguistic background on the definition of semantic roles and the controversies surrounding them. Chapter 2 describes how the theories have led to structured lexicons such as FrameNet, VerbNet and the PropBank Frame Files that in turn provide the basis for large scale semantic annotation of corpora. This data has facilitated the development of automatic semantic role labeling systems based on supervised machine learning techniques. Chapter 3 presents the general principles of applying both supervised and unsupervised machine learning to this task, ... Read more
Product Details
Publisher
Morgan & Claypool Publishers
Format
Paperback
Publication date
2010
Series
Synthesis Lectures on Human Language Technologies
Condition
New
Number of Pages
103
Place of Publication
San Rafael, United States
ISBN
9781598298314
SKU
V9781598298314
Shipping Time
Usually ships in 4 to 8 working days
Ref
99-1
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