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20182025
most citedComprehend Medical: a Named Entity Recognition and Relationship Extraction Web Service

3 citations · 4 across the 10 of their papers we have counts for

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cs.CL2025

Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition

Nagham Hamad, Mohammed Khalilia, Mustafa Jarrar

We introduce Konooz, a novel multi-dimensional corpus covering 16 Arabic dialects across 10 domains, resulting in 160 distinct corpora. The corpus comprises about 777k tokens, care…

cs.CL20241 cited

Event-Arguments Extraction Corpus and Modeling using BERT for Arabic

Alaa Aljabari, Lina Duaibes, Mustafa Jarrar +1

Event-argument extraction is a challenging task, particularly in Arabic due to sparse linguistic resources. To fill this gap, we introduce the \hadath corpus (k tokens) as an…

cs.CL2024

ArabicNLU 2024: The First Arabic Natural Language Understanding Shared Task

Mohammed Khalilia, Sanad Malaysha, Reem Suwaileh +4

This paper presents an overview of the Arabic Natural Language Understanding (ArabicNLU 2024) shared task, focusing on two subtasks: Word Sense Disambiguation (WSD) and Location Me…

cs.CL2024

WojoodNER 2024: The Second Arabic Named Entity Recognition Shared Task

Mustafa Jarrar, Nagham Hamad, Mohammed Khalilia +3

We present WojoodNER-2024, the second Arabic Named Entity Recognition (NER) Shared Task. In WojoodNER-2024, we focus on fine-grained Arabic NER. We provided participants with a new…

cs.CL2024

AraFinNLP 2024: The First Arabic Financial NLP Shared Task

Sanad Malaysha, Mo El-Haj, Saad Ezzini +5

The expanding financial markets of the Arab world require sophisticated Arabic NLP tools. To address this need within the banking domain, the Arabic Financial NLP (AraFinNLP) share…

cs.CL2024

NLU-STR at SemEval-2024 Task 1: Generative-based Augmentation and Encoder-based Scoring for Semantic Textual Relatedness

Sanad Malaysha, Mustafa Jarrar, Mohammed Khalilia

Semantic textual relatedness is a broader concept of semantic similarity. It measures the extent to which two chunks of text convey similar meaning or topics, or share related conc…