1 Search Results for "Bader-El-Den, Mohamed"

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DOI: 10.4230/OASIcs.ICCSW.2018.5

Towards Context-Aware Syntax Parsing and Tagging

Authors: Alaa Mohasseb, Mohamed Bader-El-Den, and Mihaela Cocea

Published in: OASIcs, Volume 66, 2018 Imperial College Computing Student Workshop (ICCSW 2018)

Abstract

Information retrieval (IR) has become one of the most popular Natural Language Processing (NLP) applications. Part of speech (PoS) parsing and tagging plays an important role in IR systems. A broad range of PoS parsers and taggers tools have been proposed with the aim of helping to find a solution for the information retrieval problems, but most of these are tools based on generic NLP tags which do not capture domain-related information. In this research, we present a domain-specific parsing and tagging approach that uses not only generic PoS tags but also domain-specific PoS tags, grammatical rules, and domain knowledge. Experimental results show that our approach has a good level of accuracy when applying it to different domains.

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Alaa Mohasseb, Mohamed Bader-El-Den, and Mihaela Cocea. Towards Context-Aware Syntax Parsing and Tagging. In 2018 Imperial College Computing Student Workshop (ICCSW 2018). Open Access Series in Informatics (OASIcs), Volume 66, pp. 5:1-5:9, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2019)

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@InProceedings{mohasseb_et_al:OASIcs.ICCSW.2018.5,
  author =	{Mohasseb, Alaa and Bader-El-Den, Mohamed and Cocea, Mihaela},
  title =	{{Towards Context-Aware Syntax Parsing and Tagging}},
  booktitle =	{2018 Imperial College Computing Student Workshop (ICCSW 2018)},
  pages =	{5:1--5:9},
  series =	{Open Access Series in Informatics (OASIcs)},
  ISBN =	{978-3-95977-097-2},
  ISSN =	{2190-6807},
  year =	{2019},
  volume =	{66},
  editor =	{Pirovano, Edoardo and Graversen, Eva},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/OASIcs.ICCSW.2018.5},
  URN =		{urn:nbn:de:0030-drops-101866},
  doi =		{10.4230/OASIcs.ICCSW.2018.5},
  annote =	{Keywords: Information Retrieval, Natural Language Processing, PoS Tagging, PoS Parsing, Machine Learning}
}

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1 Search Results for "Bader-El-Den, Mohamed"

Towards Context-Aware Syntax Parsing and Tagging

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