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LREC 2022

Proceedinsg of the 5th Workshop on Open-Source Arabic Corpora and Processing Tools with Shared Tasks on Qur’an QA and Fine-Grained Hate Speech Detection

ISBN: 979-10-95546-75-7
EAN: 9791095546757

List of Papers


Full proceedings volume (PDF) | Workshop Site | Home | Programme | Author index | Bibliography (BibTeX) | Editors



pdf bib Papers pages
pdf bib TURJUMAN: A Public Toolkit for Neural Arabic Machine Translation
El Moatez Billah Nagoudi, AbdelRahim Elmadany and Muhammad Abdul-Mageed 		pp. 1‑11
pdf bib Detecting Users Prone to Spread Fake News on Arabic Twitter
Zien Sheikh Ali, Abdulaziz Al-Ali and Tamer Elsayed 		pp. 12‑22
pdf bib AraSAS: The Open Source Arabic Semantic Tagger
Mahmoud El-Haj, Elvis de Souza, Nouran Khallaf, Paul Rayson and Nizar Habash 		pp. 23‑31
pdf bib AraNPCC: The Arabic Newspaper COVID-19 Corpus
Abdulmohsen Al-Thubaity, Sakhar Alkhereyf and Alia O. Bahanshal 		pp. 32‑40
pdf bib Pre-trained Models or Feature Engineering: The Case of Dialectal Arabic
Kathrein Abu Kwaik, Stergios Chatzikyriakidis and Simon Dobnik 		pp. 41‑50
pdf bib A Context-free Arabic Emoji Sentiment Lexicon (CF-Arab-ESL)
Shatha Ali A. Hakami, Robert Hendley and Phillip Smith 		pp. 51‑59
pdf bib Sa‘7r: A Saudi Dialect Irony Dataset
Halah AlMazrua, Najla AlHazzani, Amaal AlDawod, Lama AlAwlaqi, Noura AlReshoudi, Hend Al-Khalifa and Luluh AlDhubayi 		pp. 60‑70
pdf bib Classifying Arabic Crisis Tweets using Data Selection and Pre-trained Language Models
Alaa Alharbi and Mark Lee 		pp. 71‑78
pdf bib Qur’an QA 2022: Overview of The First Shared Task on Question Answering over the Holy Qur’an
Rana Malhas, Watheq Mansour and Tamer Elsayed 		pp. 79‑87
pdf bib DTW at Qur’an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain
Damith Premasiri, Tharindu Ranasinghe, Wajdi Zaghouani and Ruslan Mitkov 		pp. 88‑95
pdf bib eRock at Qur’an QA 2022: Contemporary Deep Neural Networks for Qur’an based Reading Comprehension Question Answers
Esha Aftab and Muhammad Kamran Malik 		pp. 96‑103
pdf bib GOF at Qur’an QA 2022: Towards an Efficient Question Answering For The Holy Qu’ran In The Arabic Language Using Deep Learning-Based Approach
Ali Mostafa and Omar Mohamed 		pp. 104‑111
pdf bib LARSA22 at Qur’an QA 2022: Text-to-Text Transformer for Finding Answers to Questions from Qur’an
Youssef MELLAH, Ibtissam Touahri, Zakaria Kaddari, Zakaria Haja, Jamal Berrich and Toumi Bouchentouf 		pp. 112‑119
pdf bib LK2022 at Qur’an QA 2022: Simple Transformers Model for Finding Answers to Questions from Qur’an
Abdullah Alsaleh, Saud Althabiti, Ibtisam Alshammari, Sarah Alnefaie, Sanaa Alowaidi, Alaa Alsaqer, Eric Atwell, Abdulrahman Altahhan and Mohammad Alsalka 		pp. 120‑125
pdf bib niksss at Qur’an QA 2022: A Heavily Optimized BERT Based Model for Answering Questions from the Holy Qu’ran
Nikhil Singh 		pp. 126‑129
pdf bib QQATeam at Qur’an QA 2022: Fine-Tunning Arabic QA Models for Qur’an QA Task
Basem Ahmed, Motaz Saad, Eshrag A. Refaee and 		pp. 130‑135
pdf bib SMASH at Qur’an QA 2022: Creating Better Faithful Data Splits for Low-resourced Question Answering Scenarios
Amr Keleg and Walid Magdy 		pp. 136‑145
pdf bib Stars at Qur’an QA 2022: Building Automatic Extractive Question Answering Systems for the Holy Qur’an with Transformer Models and Releasing a New Dataset
Ahmed Sleem, Eman Mohammed lotfy Elrefai, Marwa Mohammed Matar and Haq Nawaz 		pp. 146‑153
pdf bib TCE at Qur’an QA 2022: Arabic Language Question Answering Over Holy Qur’an Using a Post-Processed Ensemble of BERT-based Models
Mohamemd Elkomy and Amany M. Sarhan 		pp. 154‑161
pdf bib Overview of OSACT5 Shared Task on Arabic Offensive Language and Hate Speech Detection
Hamdy Mubarak, Hend Al-Khalifa and Abdulmohsen Al-Thubaity 		pp. 162‑166
pdf bib GOF at Arabic Hate Speech 2022: Breaking The Loss Function Convention For Data-Imbalanced Arabic Offensive Text Detection
Ali Mostafa, Omar Mohamed and Ali Ashraf 		pp. 167‑175
pdf bib iCompass at Arabic Hate Speech 2022: Detect Hate Speech Using QRNN and Transformers
Mohamed Aziz Bennessir, Malek Rhouma, Hatem Haddad and Chayma Fourati 		pp. 176‑180
pdf bib UPV at the Arabic Hate Speech 2022 Shared Task: Offensive Language and Hate Speech Detection using Transformers and Ensemble Models
Angel Felipe Magnossão de Paula, Paolo Rosso, Imene Bensalem and Wajdi Zaghouani 		pp. 181‑185
pdf bib Meta AI at Arabic Hate Speech 2022: MultiTask Learning with Self-Correction for Hate Speech Classification
Badr AlKhamissi and Mona Diab 		pp. 186‑193
pdf bib CHILLAX - at Arabic Hate Speech 2022: A Hybrid Machine Learning and Transformers based Model to Detect Arabic Offensive and Hate Speech
Kirollos Makram, Kirollos George Nessim, Malak Emad Abd-Almalak, Shady Zekry Roshdy, Seif Hesham Salem, Fady Fayek Thabet and Ensaf Hussien Mohamed 		pp. 194‑199
pdf bib AlexU-AIC at Arabic Hate Speech 2022: Contrast to Classify
Ahmad Shapiro, Ayman Khalafallah and Marwan Torki 		pp. 200‑208
pdf bib GUCT at Arabic Hate Speech 2022: Towards a Better Isotropy for Hatespeech Detection
Nehal Elkaref and Mervat Abu-Elkheir 		pp. 209‑213
pdf bib aiXplain at Arabic Hate Speech 2022: An Ensemble Based Approach to Detecting Offensive Tweets
Salaheddin Alzubi, Thiago Castro Ferreira, Lucas Pavanelli and Mohamed Al-Badrashiny 		pp. 214‑217

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