AraFinNlp 2024: The first arabic financial nlp shared task

S Malaysha, M El-Haj, S Ezzini, M Khalilia… - arxiv preprint arxiv …, 2024 - arxiv.org
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) …

Salma: Arabic sense-annotated corpus and wsd benchmarks

M Jarrar, S Malaysha, T Hammouda… - arxiv preprint arxiv …, 2023 - arxiv.org
SALMA, the first Arabic sense-annotated corpus, consists of~ 34K tokens, which are all
sense-annotated. The corpus is annotated using two different sense inventories …

Nâbra: Syrian Arabic dialects with morphological annotations

A Nayouf, T Hammouda, M Jarrar, F Zaraket… - arxiv preprint arxiv …, 2023 - arxiv.org
This paper presents Nabra, a corpora of Syrian Arabic dialects with morphological
annotations. A team of Syrian natives collected more than 6K sentences containing about …

WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task

M Jarrar, M Abdul-Mageed, M Khalilia… - arxiv preprint arxiv …, 2023 - arxiv.org
We present WojoodNER-2023, the first Arabic Named Entity Recognition (NER) Shared
Task. The primary focus of WojoodNER-2023 is on Arabic NER, offering novel NER datasets …

Arbanking77: Intent detection neural model and a new dataset in modern and dialectical arabic

M Jarrar, A Birim, M Khalilia, M Erden… - arxiv preprint arxiv …, 2023 - arxiv.org
This paper presents the ArBanking77, a large Arabic dataset for intent detection in the
banking domain. Our dataset was arabized and localized from the original English …

WojoodNER 2024: The Second Arabic Named Entity Recognition Shared Task

M Jarrar, N Hamad, M Khalilia, B Talafha… - arxiv preprint arxiv …, 2024 - arxiv.org
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 …

Qabas: An Open-Source Arabic Lexicographic Database

M Jarrar, T Hammouda - arxiv preprint arxiv:2406.06598, 2024 - arxiv.org
We present Qabas, a novel open-source Arabic lexicon designed for NLP applications. The
novelty of Qabas lies in its synthesis of 110 lexicons. Specifically, Qabas lexical entries …

Sina at fignews 2024: Multilingual datasets annotated with bias and propaganda

L Duaibes, A Jaber, M Jarrar, A Qadi… - arxiv preprint arxiv …, 2024 - arxiv.org
The proliferation of bias and propaganda on social media is an increasingly significant
concern, leading to the development of techniques for automatic detection. This article …

NLU-STR at semeval-2024 task 1: Generative-based augmentation and encoder-based scoring for semantic textual relatedness

S Malaysha, M Jarrar, M Khalilia - arxiv preprint arxiv:2405.00659, 2024 - arxiv.org
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 …

Event-Arguments Extraction Corpus and Modeling using BERT for Arabic

A Aljabari, L Duaibes, M Jarrar, M Khalilia - arxiv preprint arxiv …, 2024 - arxiv.org
Event-argument extraction is a challenging task, particularly in Arabic due to sparse
linguistic resources. To fill this gap, we introduce the\hadath corpus ($550 $ k tokens) as an …