Domain-Sensitive Temporal Tagging

Nonfiction, Computers, Advanced Computing, Natural Language Processing, Artificial Intelligence, Reference & Language, Language Arts, Linguistics
Cover of the book Domain-Sensitive Temporal Tagging by Jannik Strötgen, Michael Gertz, Morgan & Claypool Publishers
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Jannik Strötgen, Michael Gertz ISBN: 9781681731858
Publisher: Morgan & Claypool Publishers Publication: July 28, 2016
Imprint: Morgan & Claypool Publishers Language: English
Author: Jannik Strötgen, Michael Gertz
ISBN: 9781681731858
Publisher: Morgan & Claypool Publishers
Publication: July 28, 2016
Imprint: Morgan & Claypool Publishers
Language: English

This book covers the topic of temporal tagging, the detection of temporal expressions and the normalization of their semantics to some standard format. It places a special focus on the challenges and opportunities of domain-sensitive temporal tagging. After providing background knowledge on the concept of time, the book continues with a comprehensive survey of current research on temporal tagging. The authors provide an overview of existing techniques and tools, and highlight key issues that need to be addressed. This book is a valuable resource for researchers and application developers who need to become familiar with the topic and want to know the recent trends, current tools and techniques, as well as different application domains in which temporal information is of utmost importance.

Due to the prevalence of temporal expressions in diverse types of documents and the importance of temporal information in any information space, temporal tagging is an important task in natural language processing (NLP), and applications of several domains can benefit from the output of temporal taggers to provide more meaningful and useful results.

In recent years, temporal tagging has been an active field in NLP and computational linguistics. Several approaches to temporal tagging have been proposed, annotation standards have been developed, gold standard data sets have been created, and research competitions have been organized. Furthermore, some temporal taggers have also been made publicly available so that temporal tagging output is not just exploited in research, but is finding its way into real world applications. In addition, this book particularly focuses on domain-specific temporal tagging of documents. This is a crucial aspect as different types of documents (e.g., news articles, narratives, and colloquial texts) result in diverse challenges for temporal taggers and should be processed in a domain-sensitive manner.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book covers the topic of temporal tagging, the detection of temporal expressions and the normalization of their semantics to some standard format. It places a special focus on the challenges and opportunities of domain-sensitive temporal tagging. After providing background knowledge on the concept of time, the book continues with a comprehensive survey of current research on temporal tagging. The authors provide an overview of existing techniques and tools, and highlight key issues that need to be addressed. This book is a valuable resource for researchers and application developers who need to become familiar with the topic and want to know the recent trends, current tools and techniques, as well as different application domains in which temporal information is of utmost importance.

Due to the prevalence of temporal expressions in diverse types of documents and the importance of temporal information in any information space, temporal tagging is an important task in natural language processing (NLP), and applications of several domains can benefit from the output of temporal taggers to provide more meaningful and useful results.

In recent years, temporal tagging has been an active field in NLP and computational linguistics. Several approaches to temporal tagging have been proposed, annotation standards have been developed, gold standard data sets have been created, and research competitions have been organized. Furthermore, some temporal taggers have also been made publicly available so that temporal tagging output is not just exploited in research, but is finding its way into real world applications. In addition, this book particularly focuses on domain-specific temporal tagging of documents. This is a crucial aspect as different types of documents (e.g., news articles, narratives, and colloquial texts) result in diverse challenges for temporal taggers and should be processed in a domain-sensitive manner.

More books from Morgan & Claypool Publishers

Cover of the book Research in the Wild by Jannik Strötgen, Michael Gertz
Cover of the book Electromagnetics in Magnetic Resonance Imaging by Jannik Strötgen, Michael Gertz
Cover of the book Elementary Cosmology by Jannik Strötgen, Michael Gertz
Cover of the book High Power Microwave Tubes by Jannik Strötgen, Michael Gertz
Cover of the book What's the Matter with Waves? by Jannik Strötgen, Michael Gertz
Cover of the book The Handbook of Multimodal-Multisensor Interfaces, Volume 2 by Jannik Strötgen, Michael Gertz
Cover of the book Carbon Nanotubes in Drug and Gene Delivery by Jannik Strötgen, Michael Gertz
Cover of the book Cold Plasma Cancer Therapy by Jannik Strötgen, Michael Gertz
Cover of the book Truth and Traceability in Physics and Metrology by Jannik Strötgen, Michael Gertz
Cover of the book Introduction to Beam Dynamics in High-Energy Electron Storage Rings by Jannik Strötgen, Michael Gertz
Cover of the book Smart External Stimulus-Responsive Nanocarriers for Drug and Gene Delivery by Jannik Strötgen, Michael Gertz
Cover of the book A Tour of the Subatomic Zoo by Jannik Strötgen, Michael Gertz
Cover of the book Reactive Internet Programming by Jannik Strötgen, Michael Gertz
Cover of the book Liquid Crystals through Experiments by Jannik Strötgen, Michael Gertz
Cover of the book Game Theory for Data Science by Jannik Strötgen, Michael Gertz
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy