Methodical evaluation of Arabic word embeddings
| Author | Elrazzaz, Mohammed |
| Author | Elbassuoni, Shady |
| Author | Shaban, Khaled |
| Author | Helwe, Chadi |
| Available date | 2022-12-21T10:01:47Z |
| Publication Date | 2017 |
| Publication Name | ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers) |
| Resource | Scopus |
| Abstract | Many unsupervised learning techniques have been proposed to obtain meaningful representations of words from text. In this study, we evaluate these various techniques when used to generate Arabic word embeddings. We first build a benchmark for the Arabic language that can be utilized to perform intrinsic evaluation of different word embeddings. We then perform additional extrinsic evaluations of the embeddings based on two NLP tasks. 2017 Association for Computational Linguistics. |
| Sponsor | This work was made possible by NPRP 6-716-1-138 grant from the Qatar National Research Fund (a member of Qatar Foundation). The statements |
| Language | en |
| Publisher | Association for Computational Linguistics (ACL) |
| Subject | Computational linguistics Arabic languages Embeddings Linguistics |
| Type | Conference Paper |
| Pagination | 454-458 |
| Volume Number | 2 |
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Computer Science & Engineering [2261 items ]