The Columbia System in the QALB-2014 Shared Task on Arabic Error Correction

Alla Rozovskaya, Nizar Habash, Ramy Eskander, Noura Farra, Wael Salloum

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The QALB-2014 shared task focuses on correcting errors in texts written in Modern Standard Arabic. In this paper, we describe the Columbia University entry in the shared task. Our system consists of several components that rely on machine-learning techniques and linguistic knowledge. We submitted three versions of the system: these share several core elements but each version also includes additional components. We describe our underlying approach and the special aspects of the different versions of our submission. Our system ranked first out of nine participating teams.

Original languageEnglish (US)
Title of host publicationANLP 2014 - EMNLP 2014 Workshop on Arabic Natural Language Processing, Proceedings
EditorsNizar Habash, Stephan Vogel
PublisherAssociation for Computational Linguistics (ACL)
Pages160-164
Number of pages5
ISBN (Electronic)9781937284961
StatePublished - 2014
EventEMNLP 2014 Workshop on Arabic Natural Language Processing, ANLP 2014 - Doha, Qatar
Duration: Oct 25 2014 → …

Publication series

NameANLP 2014 - EMNLP 2014 Workshop on Arabic Natural Language Processing, Proceedings

Conference

ConferenceEMNLP 2014 Workshop on Arabic Natural Language Processing, ANLP 2014
Country/TerritoryQatar
CityDoha
Period10/25/14 → …

ASJC Scopus subject areas

  • Language and Linguistics
  • Computational Theory and Mathematics
  • Computer Science Applications
  • Software

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