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title: "Ismail Berrada — papers of 2021 — 5 papers, the most cited first"
description: "Ismail Berrada — papers of 2021: 5 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Ismail Berrada — papers of 2021 — 5 papers, the most cited first

5 papers · [all years of Ismail Berrada](https://md.research.elamur.ai/free/en/authors/ismail-berrada/#years)

**[Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding](https://md.research.elamur.ai/free/en/papers/mekki-2021-domain-adaptation-arabic-cross-domain/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Abdellah El Mekki, Abdelkader El Mahdaouy, Ismail Berrada, et al.*2021 · 41 citations*

**[BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification](https://md.research.elamur.ai/free/en/papers/mekki-2021-bert-based-multi-task-model/) [Arabic Natural Language Processing Workshop (WANLP)](https://md.research.elamur.ai/free/en/venues/wanlp/)**Abdellah El Mekki, Abdelkader El Mahdaouy, Kabil Essefar, et al.*2021 · 26 citations*

**[Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic Language](https://md.research.elamur.ai/free/en/papers/mahdaouy-2021-deep-multi-task-model-sarcasm/) [Arabic Natural Language Processing Workshop (WANLP)](https://md.research.elamur.ai/free/en/venues/wanlp/)**Abdelkader El Mahdaouy, Abdellah El Mekki, Kabil Essefar, et al.*2021 · 22 citations*

- [An open access NLP dataset for Arabic dialects : Data collection, labeling, and model construction arXiv:2102.11000](https://md.research.elamur.ai/free/en/papers/boujou-2021-open-access-nlp-dataset-arabic/) — ElMehdi Boujou; Hamza Chataoui; Abdellah El Mekki; Saad Benjelloun; Ikram Chairi;, Ismail Berrada · 2021 · 21 citations
- [BERT-based Multi-Task Model for Country and Province Level Modern Standard Arabic and Dialectal Arabic Identification arXiv:2106.12495](https://md.research.elamur.ai/free/en/papers/mekki-2021-bert-based-multi-task-model-country/) — Abdellah El Mekki, Abdelkader El Mahdaouy, Kabil Essefar, et al. · 2021