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- Über dieses Buch
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The two-volume set LNCS 10761 + 10762 constitutes revised selected papers from the CICLing 2017 conference which took place in Budapest, Hungary, in April 2017.
The total of 90 papers presented in the two volumes was carefully reviewed and selected from numerous submissions. In addition, the proceedings contain 4 invited papers.
The papers are organized in the following topical sections:
Part I: general; morphology and text segmentation; syntax and parsing; word sense disambiguation; reference and coreference resolution; named entity recognition; semantics and text similarity; information extraction; speech recognition; applications to linguistics and the humanities.
Part II: sentiment analysis; opinion mining; author profiling and authorship attribution; social network analysis; machine translation; text summarization; information retrieval and text classification; practical applications.
- Inhaltsverzeichnis (40 Kapitel)
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Overview of Character-Based Models for Natural Language Processing
Seiten 3-16
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Pooling Word Vector Representations Across Models
Seiten 17-29
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Strategies to Select Examples for Active Learning with Conditional Random Fields
Seiten 30-43
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Label-Dependencies Aware Recurrent Neural Networks
Seiten 44-66
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Universal Computational Formalisms and Developer Environment for Rule-Based NLP
Seiten 67-78
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Inhaltsverzeichnis (40 Kapitel)
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Bibliografische Information
- Bibliographic Information
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- Buchtitel
- Computational Linguistics and Intelligent Text Processing
- Buchuntertitel
- 18th International Conference, CICLing 2017, Budapest, Hungary, April 17–23, 2017, Revised Selected Papers, Part I
- Herausgeber
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- Alexander Gelbukh
- Titel der Buchreihe
- Theoretical Computer Science and General Issues
- Buchreihen Band
- 10761
- Copyright
- 2018
- Verlag
- Springer International Publishing
- Copyright Inhaber
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-319-77113-7
- DOI
- 10.1007/978-3-319-77113-7
- Softcover ISBN
- 978-3-319-77112-0
- Auflage
- 1
- Seitenzahl
- XIX, 608
- Anzahl der Bilder
- 119 schwarz-weiß Abbildungen
- Themen
