In:Negation and Speculation Detection
Noa P. Cruz Díaz and Manuel J. Maña López
[Natural Language Processing 13] 2019
► pp. v–vi
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This article is available free of charge.
Published online: 6 February 2019
https://doi.org/10.1075/nlp.13.toc
https://doi.org/10.1075/nlp.13.toc
Table of contents
List of Abbreviations
Acknowledgements
Chapter 1.Introduction
1.1Motivation
1.2Negation and speculation in natural language
1.3Basic notions
1.4Application domains
1.5Structure of the book
Chapter 2.Negation
2.1Definition of negation
2.2Types of negation
2.3Negation detection
2.3.1Rule-based approaches
2.3.2Machine Learning based systems
2.3.3Hybrid approaches
2.3.4Deep learning
2.3.5Other works
2.4Conclusions and chapter summary
2.5Further reading and relevant resources
Chapter 3.Speculation
3.1Defining speculation
3.2Speculation detection
3.3Conclusions and chapter summary
3.4Further reading and relevant resources
Chapter 4.Applications
4.1Information Extraction
4.2Sentiment analysis and opinion mining
4.3Recognising textual entailment
4.4Machine translation
4.5Information retrieval
4.6Other tasks
4.7Conclusions and chapter summary
4.8Further reading and relevant resources
Chapter 5.Resources
5.1Annotated corpora
5.2Tools
5.3Evaluation
5.3.1Evaluation measures for cue identification
5.3.2Evaluation measures for scope resolution
5.4Conclusions and chapter summary
5.5Further reading and relevant resources
Chapter 6.Future trends and discussion
6.1Future trends
6.2Discussion
6.3Final remarks
Glossary
References
Index
