Importance of Context Awareness in NLP

Nour Matta, Nada Matta, Philippe Herr

2024

Abstract

Context is a complex notion, that enables the understanding of happenings and concepts in an environment and the analysis of their influence (Adomavicius et al, 2011) As previously mentioned, context plays a major role in assigning meanings to words, sentences, and texts when dealing with text analysis. Multiple natural language processing approaches aim to consider “context” in analyzing the information extracted and applying a sort of word sense disambiguation (Adhikari et al, 2019). Numerous intelligence systems require knowledge of happening and are context dependent, but the definition of context and context elements used varies from one application to another based on needs. Context plays several roles in text analysis especially to reduce ambiguity and semantic extraction. In this paper, main influence of context on TextMining and NLP are shown.

Paper Citation

in Harvard Style

Matta N., Matta N. and Herr P. (2024). Importance of Context Awareness in NLP. In Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 3: KMIS; ISBN 978-989-758-716-0, SciTePress, pages 280-286. DOI: 10.5220/0012994700003838

in Bibtex Style

@conference{kmis24,
author={Nour Matta and Nada Matta and Philippe Herr},
title={Importance of Context Awareness in NLP},
booktitle={Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 3: KMIS},
year={2024},
pages={280-286},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012994700003838},
isbn={978-989-758-716-0},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 3: KMIS
TI - Importance of Context Awareness in NLP
SN - 978-989-758-716-0
AU - Matta N.
AU - Matta N.
AU - Herr P.
PY - 2024
SP - 280
EP - 286
DO - 10.5220/0012994700003838
PB - SciTePress