The Resource Automatically Ordering Events and Times in Text, by Leon R.A. Derczynski, (electronic resource)

Automatically Ordering Events and Times in Text, by Leon R.A. Derczynski, (electronic resource)

Label
Automatically Ordering Events and Times in Text
Title
Automatically Ordering Events and Times in Text
Statement of responsibility
by Leon R.A. Derczynski
Creator
Author
Author
Subject
Language
eng
Summary
The book offers a detailed guide to temporal ordering, exploring open problems in the field and providing solutions and extensive analysis. It addresses the challenge of automatically ordering events and times in text. Aided by TimeML, it also describes and presents concepts relating to time in easy-to-compute terms. Working out the order that events and times happen has proven difficult for computers, since the language used to discuss time can be vague and complex. Mapping out these concepts for a computational system, which does not have its own inherent idea of time, is, unsurprisingly, tough. Solving this problem enables powerful systems that can plan, reason about events, and construct stories of their own accord, as well as understand the complex narratives that humans express and comprehend so naturally. This book presents a theory and data-driven analysis of temporal ordering, leading to the identification of exactly what is difficult about the task. It then proposes and evaluates machine-learning solutions for the major difficulties. It is a valuable resource for those working in machine learning for natural language processing as well as anyone studying time in language, or involved in annotating the structure of time in documents
Member of
http://library.link/vocab/creatorName
Derczynski, Leon R.A
Dewey number
006.3
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
xwOuWPv65sI
Image bit depth
0
LC call number
Q342
Literary form
non fiction
Series statement
Studies in Computational Intelligence,
Series volume
677
http://library.link/vocab/subjectName
  • Engineering
  • Artificial intelligence
  • Natural language processing (Computer science)
  • Computational linguistics
  • Computational Intelligence
  • Artificial Intelligence
  • Natural Language Processing (NLP)
  • Computational Linguistics
Label
Automatically Ordering Events and Times in Text, by Leon R.A. Derczynski, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Events and Times -- Temporal Relations -- Relation Labelling Analysis -- Using Temporal Signals -- Using a Framework of Tense and Aspect -- Conclusion
Dimensions
unknown
Edition
1st ed. 2017.
Extent
1 online resource (XXI, 205 p. 25 illus.)
File format
multiple file formats
Form of item
online
Isbn
9783319472416
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-47241-6
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3710000000909158
  • (DE-He213)978-3-319-47241-6
  • (EXLCZ)993710000000909158
Label
Automatically Ordering Events and Times in Text, by Leon R.A. Derczynski, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Events and Times -- Temporal Relations -- Relation Labelling Analysis -- Using Temporal Signals -- Using a Framework of Tense and Aspect -- Conclusion
Dimensions
unknown
Edition
1st ed. 2017.
Extent
1 online resource (XXI, 205 p. 25 illus.)
File format
multiple file formats
Form of item
online
Isbn
9783319472416
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-47241-6
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3710000000909158
  • (DE-He213)978-3-319-47241-6
  • (EXLCZ)993710000000909158

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