Semantic Role Labeling

Explore the intricate world of semantic role labeling with Semantic Role Labeling by Martha Stone Palmer. Published in 2010, this insightful book spans 103 pages and delves into the fundamental aspects of semantic roles in linguistics. In the first chapter, readers will uncover the essential definitions and the ongoing debates surrounding semantic roles. The second chapter takes a closer look at how these theories have contributed to the creation of structured lexicons such as FrameNet, VerbNet, and the PropBank Frame Files. These resources are crucial for large-scale semantic annotation of corpora, paving the way for the advancement of automatic semantic role labeling systems. Ideal for students and professionals in computational linguistics, this book serves as a comprehensive guide to understanding and applying semantic role labeling techniques.