GI LogoGI Logo
  • Login
Digital Library
    • All of DSpace

      • Communities & Collections
      • Titles
      • Authors
      • By Issue Date
      • Subjects
    • This Collection

      • Titles
      • Authors
      • By Issue Date
      • Subjects
Digital Library Gesellschaft für Informatik e.V.
GI-DL
    • English
    • Deutsch
  • English 
    • English
    • Deutsch
View Item 
  •   DSpace Home
  • Lecture Notes in Informatics
  • Seminars
  • S14 - SKILL 2018 - Studierendenkonferenz Informatik
  • View Item
JavaScript is disabled for your browser. Some features of this site may not work without it.
  •   DSpace Home
  • Lecture Notes in Informatics
  • Seminars
  • S14 - SKILL 2018 - Studierendenkonferenz Informatik
  • View Item

Development of neural network based rules for confusion set disambiguation in LanguageTool

Author:
Brenneis, Markus [DBLP]
Abstract
Confusion set disambiguation is a typical task for grammar checkers like LanguageTool. In this paper we present a neural network based approach which has low memory requirements, high precision with decent recall, and can easily be integrated into LanguageTool. Furthermore, adding support for new confusion pairs does not need any knowledge of the target language. We examine different sampling techniques and neural network architectures and compare our approaches with an existing memory-based algorithm.
  • Citation
  • BibTeX
Brenneis, M., (2018). Development of neural network based rules for confusion set disambiguation in LanguageTool. In: Becker, M. (Hrsg.), SKILL 2018 - Studierendenkonferenz Informatik. Bonn: Gesellschaft für Informatik e.V.. (S. 181-192).
@inproceedings{mci/Brenneis2018,
author = {Brenneis, Markus},
title = {Development of neural network based rules for confusion set disambiguation in LanguageTool},
booktitle = {SKILL 2018 - Studierendenkonferenz Informatik},
year = {2018},
editor = {Becker, Michael} ,
pages = { 181-192 },
publisher = {Gesellschaft für Informatik e.V.},
address = {Bonn}
}
DateienGroesseFormatAnzeige
SKILL2018-15.pdf236.3Kb PDF View/Open

Haben Sie fehlerhafte Angaben entdeckt? Sagen Sie uns Bescheid: Send Feedback

More Info

ISBN: 978-3-88579-448-6
ISSN: 1614-3213
xmlui.MetaDataDisplay.field.date: 2018
Language: en (en)
Content Type: Text/Conference Paper

Keywords

  • Confusion Set Disambiguation
  • Grammatical Error Correction
  • Machine Learning
  • Neural Networks
Collections
  • S14 - SKILL 2018 - Studierendenkonferenz Informatik [16]

Show full item record


About uns | FAQ | Help | Imprint | Datenschutz

Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.

 

 


About uns | FAQ | Help | Imprint | Datenschutz

Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.