DIALECTBENCH: A NLP Benchmark for Dialects, Varieties, and Closely-Related Languages

F Faisal, O Ahia, A Srivastava, K Ahuja… - arXiv preprint arXiv …, 2024 - arxiv.org
Language technologies should be judged on their usefulness in real-world use cases. An
often overlooked aspect in natural language processing (NLP) research and evaluation is …

GunadarmaXBRIN at SemEval-2023 Task 12: Utilization of SVM and AfriBERTa for Monolingual, Multilingual, and Zero-shot Sentiment Analysis in African Languages

N Arlim, S Riyanto, R Rodiah - Proceedings of the 17th …, 2023 - aclanthology.org
This paper describes our participation in Task 12: AfriSenti-SemEval 2023, ie, track 12 of
subtask A, track 16 of subtask B, and track 18 of subtask C. To deal with these three tracks …

Offensive language detection in Arabizi

I Bensalem, M Mout, P Rosso - Proceedings of ArabicNLP 2023, 2023 - aclanthology.org
Detecting offensive language in under-resourced languages presents a significant real-
world challenge for social media platforms. This paper is the first work focused on the issue …

Witcherses at SemEval-2023 Task 12: Ensemble Learning for African Sentiment Analysis

M Gokani, KVA Srivatsa, R Mamidi - Proceedings of the 17th …, 2023 - aclanthology.org
This paper describes our system submission for SemEval-2023 Task 12 AfriSenti-SemEval:
Sentiment Analysis for African Languages. We propose an XGBoost-based ensemble model …

Still All Greeklish to Me: Greeklish to Greek Transliteration

A Toumazatos, J Pavlopoulos… - Proceedings of the …, 2024 - aclanthology.org
Modern Greek is normally written in the Greek alphabet. In informal online messages,
however, Greek is often written using characters available on Latin-character keyboards, a …

[PDF][PDF] Exploring Sentiment Analysis in Low-resource Languages

M Gokani - 2023 - cdn.iiit.ac.in
Sentiment Analysis is an important task for analysing online content across languages for
tasks such as content moderation and opinion mining. However, state-of-the-art NLP …

[PDF][PDF] FROM LATIN TO ARABIC: INNOVATIVE APPROACHES FOR RETRIEVING ORIGINAL TEXTS AND VECTORIZING FRANCO-ARABIC

MAEII Gabr, AZ Badr, HMK Mahdi - 2023 - researchgate.net
In the last few years, the importance of artificial intelligence, deep learning techniques, and
transformerbased models in the analysis and understanding of English texts has emerged. It …