📰 WANLP 2022: all accepted papers

66 papers · the most cited first · ← WANLP 2022

1. NADI 2022: The Third Nuanced Arabic Dialect Identification Shared TaskMuhammad Abdul-Mageed, Chiyu Zhang, AbdelRahim Elmadany et al.57 citations · our summary
2. Overview of the WANLP 2022 Shared Task on Propaganda Detection in ArabicFiroj Alam, Hamdy Mubarak, Wajdi Zaghouani et al.57 citations · our summary
3. AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization ↗Moussa Kamal Eddine, Nadi Tomeh, Nizar Habash et al.50 citations
4. AraDepSu: Detecting Depression and Suicidal Ideation in Arabic Tweets Using Transformers ↗Mariam Hassib, Nancy Hossam, Jolie Sameh et al.18 citations
5. Mawqif: A Multi-label Arabic Dataset for Target-specific Stance Detection ↗Nora Saleh Alturayeif, Hamzah Abdullah Luqman, Moataz Aly Kamaleldin Ahmed18 citations
6. A Weak Supervised Transfer Learning Approach for Sentiment Analysis to the Kuwaiti Dialect ↗Fatemah Husain, Hana Al-Ostad, Halima Omar13 citations
7. Arabic dialect identification using machine learning and transformer-based models: Submission to the NADI 2022 Shared Task ↗Nouf AlShenaifi, Aqil Azmi12 citations
8. ArzEn-ST: A Three-way Speech Translation Corpus for Code-Switched Egyptian Arabic-English ↗Injy Hamed, Nizar Habash, Slim Abdennadher et al.12 citations
9. Emoji Sentiment Roles for Sentiment Analysis: A Case Study in Arabic Texts ↗Shatha Ali A. Hakami, Robert Hendley, Phillip Smith11 citations
10. NatiQ: An End-to-end Text-to-Speech System for Arabic ↗Ahmed Abdelali, Nadir Durrani, Cenk Demiroglu et al.10 citations
11. SAIDS: A Novel Approach for Sentiment Analysis Informed of Dialect and Sarcasm ↗Abdelrahman Kaseb, Mona Farouk9 citations
12. Domain-Adapted BERT-based Models for Nuanced Arabic Dialect Identification and Tweet Sentiment Analysis ↗Giyaseddin Bayrak, Abdul Majeed Issifu8 citations
13. The Effect of Arabic Dialect Familiarity on Data Annotation ↗Ibrahim Abu Farha, Walid Magdy8 citations
14. Benchmarking transfer learning approaches for sentiment analysis of Arabic dialect ↗Emna Fsih, Sameh Kchaou, Rahma Boujelbane et al.7 citations
15. Towards Arabic Sentence Simplification via Classification and Generative ApproachesNouran Khallaf, Serge Sharoff, Rasha Soliman7 citations · our summary
16. A Semi-supervised Approach for a Better Translation of Sentiment in Dialectical Arabic UGT ↗Hadeel Saadany, Constantin Orăsan, Emad Mohamed et al.6 citations
17. CNLP-NITS-PP at WANLP 2022 Shared Task: Propaganda Detection in Arabic using Data Augmentation and AraBERT Pre-trained Model ↗Sahinur Rahman Laskar, Rahul Singh, Abdullah Faiz Ur Rahman Khilji et al.6 citations
18. Identifying Code-switching in Arabizi ↗Safaa Shehadi, Shuly Wintner6 citations
19. Weakly and Semi-Supervised Learning for Arabic Text Classification using Monodialectal Language Models ↗Reem AlYami, Rabah Al-Zaidy6 citations
20. AraProp at WANLP 2022 Shared Task: Leveraging Pre-Trained Language Models for Arabic Propaganda Detection ↗Gaurav Singh5 citations
21. Dialect & Sentiment Identification in Nuanced Arabic Tweets Using an Ensemble of Prompt-based, Fine-tuned, and Multitask BERT-Based Models ↗Reem Abdel-Salam5 citations
22. Pythoneers at WANLP 2022 Shared Task: Monolingual AraBERT for Arabic Propaganda Detection and Span Extraction ↗Joseph Attieh, Fadi Hassan5 citations
23. TF-IDF or Transformers for Arabic Dialect Identification? ITFLOWS participation in the NADI 2022 Shared Task ↗Fouad Shammary, Yiyi Chen, Zsolt T Kardkovacs et al.5 citations
24. iCompass Working Notes for the Nuanced Arabic Dialect Identification Shared task ↗Abir Messaoudi, Chayma Fourati, Hatem Haddad et al.5 citations
25. Adversarial Text-to-Speech for low-resource languages ↗Ashraf Elneima, Mikołaj Bińkowski4 citations
26. ArabIE: Joint Entity, Relation and Event Extraction for Arabic ↗Niama El Khbir, Nadi Tomeh, Thierry Charnois4 citations
27. Arabic Dialect Identification and Sentiment Classification using Transformer-based Models ↗Joseph Attieh, Fadi Hassan4 citations
28. Beyond Arabic: Software for Perso-Arabic Script Manipulation ↗Alexander Gutkin, Cibu Johny, Raiomond Doctor et al.4 citations
29. Building an Ensemble of Transformer Models for Arabic Dialect Classification and Sentiment Analysis ↗Abdullah Khered, Ingy Abdelhalim Abdelhalim, Riza Batista-Navarro4 citations
30. CAraNER: The COVID-19 Arabic Named Entity Corpus ↗Abdulmohsen Al-Thubaity, Sakhar Alkhereyf, Wejdan Alzahrani et al.4 citations
31. Generating Classical Arabic Poetry using Pre-trained Models ↗Maryam ElOraby, Mohamed Abdelgaber, Nehal Elkaref et al.4 citations
32. Generative Approach for Gender-Rewriting Task with ArabicT5 ↗Sultan Alrowili, K. Vijay-Shanker4 citations
33. IITD at WANLP 2022 Shared Task: Multilingual Multi-Granularity Network for Propaganda Detection ↗Shubham Mittal, Preslav Nakov4 citations
34. Learning From Arabic Corpora But Not Always From Arabic Speakers: A Case Study of the Arabic Wikipedia Editions ↗Saied Alshahrani, Esma Wali, Jeanna Matthews4 citations
35. Optimizing Naive Bayes for Arabic Dialect Identification ↗Tommi Jauhiainen, Heidi Jauhiainen, Krister Lindén4 citations
36. iCompass at WANLP 2022 Shared Task: ARBERT and MARBERT for Multilabel Propaganda Classification of Arabic Tweets ↗Bilel Taboubi, Bechir Brahem, Hatem Haddad4 citations
37. A Benchmark Study of Contrastive Learning for Arabic Social Meaning ↗Md Tawkat Islam Khondaker, El Moatez Billah Nagoudi, AbdelRahim Elmadany et al.3 citations
38. A Pilot Study on the Collection and Computational Analysis of Linguistic Differences Amongst Men and Women in a Kuwaiti Arabic WhatsApp Dataset ↗Hesah Aldihan, Robert Gaizauskas, Susan Fitzmaurice3 citations
39. Ahmed and Khalil at NADI 2022: Transfer Learning and Addressing Class Imbalance for Arabic Dialect Identification and Sentiment Analysis ↗Ahmed Oumar, Khalil Mrini3 citations
40. AraBERT Model for Propaganda Detection ↗Mohamad Sharara, Wissam Mohamad, Ralph Tawil et al.3 citations
41. Arabic Keyphrase Extraction: Enhancing Deep Learning Models with Pre-trained Contextual Embedding and External Features ↗Randah Alharbi, Husni Al-Muhtasab3 citations
42. ChavanKane at WANLP 2022 Shared Task: Large Language Models for Multi-label Propaganda Detection ↗Tanmay Chavan, Aditya Manish Kane3 citations
43. Cross-lingual transfer for low-resource Arabic language understanding ↗Khadige Abboud, Olga Golovneva, Christopher DiPersio3 citations
44. Developing a Tag-Set and Extracting the Morphological Lexicons to Build a Morphological Analyzer for Egyptian Arabic ↗Amany Fashwan, Sameh Alansary3 citations
45. Joint Coreference Resolution for Zeros and non-Zeros in ArabicAbdulrahman Aloraini, Sameer Pradhan, Massimo Poesio3 citations · our summary
46. NGU CNLP atWANLP 2022 Shared Task: Propaganda Detection in Arabic ↗Ahmed Samir Hussein, Abu Bakr Soliman Mohammad, Mohamed Ibrahim et al.3 citations
47. TUB at WANLP22 Shared Task: Using Semantic Similarity for Propaganda Detection in Arabic ↗Salar Mohtaj, Sebastian Möller3 citations
48. Towards Learning Arabic Morphophonology ↗Salam Khalifa, Jordan Kodner, Owen Rambow3 citations
49. Word Representation Models for Arabic Dialect Identification ↗Mahmoud Sobhy, Ahmed H. Abu El-Atta, Ahmed A. El-Sawy et al.3 citations
50. AraBEM at WANLP 2022 Shared Task: Propaganda Detection in Arabic Tweets ↗Eshrag Ali Refaee, Basem Ahmed, Motaz Saad2 citations
51. Coreference Annotation of an Arabic Corpus using a Virtual World GameWateen Abdullah Aliady, Abdulrahman Aloraini, Christopher Madge et al.2 citations · our summary
52. Maknuune: A Large Open Palestinian Arabic Lexicon ↗Shahd Salah Uddin Dibas, Christian Khairallah, Nizar Habash et al.2 citations
53. SI2M & AIOX Labs at WANLP 2022 Shared Task: Propaganda Detection in Arabic, A Data Augmentation and Name Entity Recognition Approach ↗Kamel Gaanoun, Imade Benelallam2 citations
54. Assessing the Linguistic Knowledge in Arabic Pre-trained Language Models Using Minimal PairsWafa Abdullah Alrajhi, Hend Al-Khalifa, Abdulmalik AlSalman1 citation · our summary
55. Establishing a Baseline for Arabic Patents Classification: A Comparison of Twelve Approaches ↗Taif Omar Al-Omar, Hend Al-Khalifa, Rawan Al-Matham1 citation
56. Event-Based Knowledge MLM for Arabic Event Detection ↗Asma Yamani, Amjad Alsulami, Rabeah Al-Zaidy1 citation
57. Gulf Arabic Diacritization: Guidelines, Initial Dataset, and Results ↗Nouf Alabbasi, Mohamed Al-Badrashiny, Maryam Aldahmani et al.1 citation
58. On The Arabic Dialects' Identification: Overcoming Challenges of Geographical Similarities Between Arabic dialects and Imbalanced Datasets ↗Salma Jamal, Aly M. Kassem, Omar Mohamed et al.1 citation
59. SQU-CS @ NADI 2022: Dialectal Arabic Identification using One-vs-One Classification with TF-IDF Weights Computed on Character n-grams ↗Abdulrahman Khalifa AAlAbdulsalam1 citation
60. The Shared Task on Gender Rewriting ↗Bashar Alhafni, Nizar Habash, Houda Bouamor et al.1 citation
61. Arabic Sentiment Analysis by Pretrained Ensemble ↗Abdelrahim Qaddoumi
62. Authorship Verification for Arabic Short Texts Using Arabic Knowledge-Base Model (AraKB) ↗Fatimah Alqahtani, Helen Yannakoudakis
63. Domain Adaptation for Arabic Crisis Response ↗Reem Alrashdi, Simon O'Keefe
64. End-to-End Speech Translation of Arabic to English Broadcast News ↗Fethi Bougares, Salim Jouili
65. Improving POS Tagging for Arabic Dialects on Out-of-Domain Texts ↗Noor Abo Mokh, Daniel Dakota, Sandra Kübler
66. NLP DI at NADI Shared Task Subtask-1: Sub-word Level Convolutional Neural Models and Pre-trained Binary Classifiers for Dialect Identification ↗Vani Kanjirangat, Tanja Samardzic, Ljiljana Dolamic et al.

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