A Hybrid Metaheuristic Method in Training Artificial Neural Network for Bankruptcy Prediction. - Abdollah Ansari; Ibrahim Said Ahmad; Azuraliza Abu Bakar; Mohd Ridzwan Yaakub (IEEE Access, 2020)

Movie Revenue Prediction Based on Purchase Intention Mining Using YouTube Trailer Reviews. - Ibrahim Said Ahmad; Azuraliza Abu Bakar; Mohd Ridzwan Yaakub (Inf. Process. Manag., 2020)

Sequel movie revenue prediction model based on sentiment analysis. - Ibrahim Said Ahmad; Azuraliza Abu Bakar; Mohd Ridzwan Yaakub; Mohammad Darwich (Data Technol. Appl., 2020)

A Survey on Machine Learning Techniques in Movie Revenue Prediction. - Ibrahim Said Ahmad; Azuraliza Abu Bakar; Mohd Ridzwan Yaakub; Shamsuddeen Hassan Muhammad (SN Comput. Sci., 2020)

Data Selection as an Alternative to Quality Estimation in Self-Learning for Low Resource Neural Machine Translation. - Idris Abdulmumin; Bashir Shehu Galadanci; Ibrahim Said Ahmad; Rabiu Ibrahim Abdullahi (ICCSA (9), 2021)

The Role of Information & Communication Technology in Elearning Environments: A Systematic Review. - Atika Qazi; Glenn Hardaker; Ibrahim Said Ahmad; Mohammad Darwich; Jaafar Zubairu Maitama; Annie Dayani (IEEE Access, 2021)

Hausa Visual Genome: A Dataset for Multi-Modal English to Hausa Machine Translation. - Idris Abdulmumin; Satya Ranjan Dash; Musa Abdullahi Dawud; Shantipriya Parida; Shamsuddeen Hassan Muhammad; Ibrahim Said Ahmad; Subhadarshi Panda; Ondrej Bojar; Bashir Shehu Galadanci; Bello Shehu Bello (LREC, 2022)

NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis. - Shamsuddeen Hassan Muhammad; David Ifeoluwa Adelani; Sebastian Ruder; Ibrahim Said Ahmad; Idris Abdulmumin; Bello Shehu Bello; Monojit Choudhury; Chris Chinenye Emezue; Saheed Abdullahi Salahudeen; Aremu Anuoluwapo; Alípio Jeorge; Pavel Brazdil (CoRR, 2022)

HERDPhobia: A Dataset for Hate Speech against Fulani in Nigeria. - Saminu Mohammad Aliyu; Gregory Maksha Wajiga; Muhammad Murtala; Shamsuddeen Hassan Muhammad; Idris Abdulmumin; Ibrahim Said Ahmad (CoRR, 2022)

Anomaly detection in wearable location trackers for child safety. - Muhammad Bashir Aliyu; Ahmed Amr; Ibrahim Said Ahmad (Microprocess. Microsystems, 2022)

HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Language. - Shantipriya Parida; Idris Abdulmumin; Shamsuddeen Hassan Muhammad; Aneesh Bose; Guneet Singh Kohli; Ibrahim Said Ahmad; Ketan Kotwal; Sayan Deb Sarkar; Ondrej Bojar; Habeebah A. Kakudi (ACL (Findings), 2023)

AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages. - Shamsuddeen Hassan Muhammad; Idris Abdulmumin; Abinew Ali Ayele; Nedjma Ousidhoum; David Ifeoluwa Adelani; Seid Muhie Yimam; Ibrahim Said Ahmad; Meriem Beloucif; Saif M. Mohammad; Sebastian Ruder; Oumaima Hourrane; Alípio Jorge; et al. (EMNLP, 2023)

Cross-lingual Open-Retrieval Question Answering for African Languages. - Odunayo Ogundepo; Tajuddeen Gwadabe; Clara Rivera; Jonathan H. Clark; Sebastian Ruder; David Ifeoluwa Adelani; Bonaventure Dossou; Abdou Aziz Diop; Claytone Sikasote; Gilles Hacheme; Happy Buzaaba; Ignatius Ezeani; et al. (EMNLP (Findings), 2023)

HausaNLP at SemEval-2023 Task 10: Transfer Learning, Synthetic Data and Side-information for Multi-level Sexism Classification. - Saminu Mohammad Aliyu; Idris Abdulmumin; Shamsuddeen Hassan Muhammad; Ibrahim Said Ahmad; Saheed Abdullahi Salahudeen; Aliyu Yusuf; Falalu Ibrahim Lawan (SemEval@ACL, 2023)

SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval). - Shamsuddeen Hassan Muhammad; Idris Abdulmumin; Seid Muhie Yimam; David Ifeoluwa Adelani; Ibrahim Said Ahmad; Nedjma Ousidhoum; Abinew Ali Ayele; Saif M. Mohammad; Meriem Beloucif; Sebastian Ruder (SemEval@ACL, 2023)

AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages. - Shamsuddeen Hassan Muhammad; Idris Abdulmumin; Abinew Ali Ayele; Nedjma Ousidhoum; David Ifeoluwa Adelani; Seid Muhie Yimam; Ibrahim Said Ahmad; Meriem Beloucif; Saif M. Mohammad; Sebastian Ruder; Oumaima Hourrane; Pavel Brazdil; et al. (CoRR, 2023)

AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages. - Odunayo Ogundepo; Tajuddeen R. Gwadabe; Clara E. Rivera; Jonathan H. Clark; Sebastian Ruder; David Ifeoluwa Adelani; Bonaventure F. P. Dossou; Abdou Aziz Diop; Claytone Sikasote; Gilles Hacheme; Happy Buzaaba; Ignatius Ezeani; et al. (CoRR, 2023)

Leveraging Closed-Access Multilingual Embedding for Automatic Sentence Alignment in Low Resource Languages. - Idris Abdulmumin; Auwal Abubakar Khalid; Shamsuddeen Hassan Muhammad; Ibrahim Said Ahmad; Lukman Jibril Aliyu; Babangida Sani; Bala Mairiga Abduljalil; Sani Ahmad Hassan (CoRR, 2023)

Analyzing Cultural Representations of Emotions in LLMs Through Mixed Emotion Survey. - Shiran Dudy; Ibrahim Said Ahmad; Ryoko Kitajima; Àgata Lapedriza (ACII, 2024)

SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 13 Languages. - Nedjma Ousidhoum; Shamsuddeen Hassan Muhammad; Mohamed Abdalla 001; Idris Abdulmumin; Ibrahim Said Ahmad; Sanchit Ahuja; Alham Fikri Aji; Vladimir Araujo; Abinew Ali Ayele; Pavan Baswani; Meriem Beloucif; Chris Biemann; et al. (ACL (Findings), 2024)

Mitigating Translationese in Low-resource Languages: The Storyboard Approach. - Garry Kuwanto; Eno-Abasi Urua; Priscilla Amondi Amuok; Shamsuddeen Hassan Muhammad; Aremu Anuoluwapo; Verrah Otiende; Loice Emma Nanyanga; Teresiah W. Nyoike; Aniefon D. Akpan; Nsima Ab Udouboh; Idongesit Udeme Archibong; Idara Effiong Moses; et al. (LREC/COLING, 2024)

No Culture Left Behind: ArtELingo-28, a Benchmark of WikiArt with Captions in 28 Languages. - Youssef Mohamed; Runjia Li; Ibrahim Said Ahmad; Kilichbek Haydarov; Philip Torr 001; Kenneth Church 001; Mohamed Elhoseiny (EMNLP, 2024)

SemEval Task 1: Semantic Textual Relatedness for African and Asian Languages. - Nedjma Ousidhoum; Shamsuddeen Hassan Muhammad; Mohamed Abdalla 001; Idris Abdulmumin; Ibrahim Said Ahmad; Sanchit Ahuja; Alham Fikri Aji; Vladimir Araujo; Meriem Beloucif; Christine de Kock; Oumaima Hourrane; Manish Shrivastava 001; et al. (SemEval@NAACL, 2024)

Correcting FLORES Evaluation Dataset for Four African Languages. - Idris Abdulmumin; Sthembiso Mkhwanazi; Mahlatse S. Mbooi; Shamsuddeen Hassan Muhammad; Ibrahim Said Ahmad; Neo Putini; Miehleketo Mathebula; Matimba Shingange; Tajuddeen Gwadabe; Vukosi Marivate (WMT, 2024)

Findings of WMT2024 English-to-Low Resource Multimodal Translation Task. - Shantipriya Parida; Ondrej Bojar; Idris Abdulmumin; Shamsuddeen Hassan Muhammad; Ibrahim Said Ahmad (WMT, 2024)

Analyzing COVID-19 Vaccination Sentiments in Nigerian Cyberspace: Insights from a Manually Annotated Twitter Dataset. - Ibrahim Said Ahmad; Lukman Jibril Aliyu; Auwal Abubakar Khalid; Saminu Mohammad Aliyu; Shamsuddeen Hassan Muhammad; Idris Abdulmumin; Bala Mairiga Abduljalil; Bello Shehu Bello; Amina Abubakar Imam (CoRR, 2024)

SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 14 Languages. - Nedjma Ousidhoum; Shamsuddeen Hassan Muhammad; Mohamed Abdalla 001; Idris Abdulmumin; Ibrahim Said Ahmad; Sanchit Ahuja; Alham Fikri Aji; Vladimir Araujo; Abinew Ali Ayele; Pavan Baswani; Meriem Beloucif; Chris Biemann; et al. (CoRR, 2024)

Are Generative Language Models Multicultural? A Study on Hausa Culture and Emotions using ChatGPT. - Ibrahim Said Ahmad; Shiran Dudy; Resmi Ramachandranpillai; Kenneth Church 001 (CoRR, 2024)

Nollywood: Let's Go to the Movies! - John E. Ortega; Ibrahim Said Ahmad; William Chen (CoRR, 2024)

Findings of the IWSLT 2024 Evaluation Campaign. - Ibrahim Said Ahmad; Antonios Anastasopoulos; Ondrej Bojar; Claudia Borg; Marine Carpuat; Roldano Cattoni; Mauro Cettolo; William Chen; Qianqian Dong; Marcello Federico; Barry Haddow; Dávid Javorský; et al. (CoRR, 2024)

BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages. - Shamsuddeen Hassan Muhammad; Nedjma Ousidhoum; Idris Abdulmumin; Jan Philip Wahle; Terry Ruas; Meriem Beloucif; Christine de Kock; Nirmal Surange; Daniela Teodorescu; Ibrahim Said Ahmad; David Ifeoluwa Adelani; Alham Fikri Aji; et al. (ACL (1), 2025)

Is Peer-Reviewing Worth the Effort? - Kenneth Ward Church; Raman Chandrasekar; John E. Ortega; Ibrahim Said Ahmad (COLING, 2025)

AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages. - Shamsuddeen Hassan Muhammad; Idris Abdulmumin; Abinew Ali Ayele; David Ifeoluwa Adelani; Ibrahim Said Ahmad; Saminu Mohammad Aliyu; Paul Röttger; Abigail Oppong; Andiswa Bukula; Chiamaka Ijeoma Chukwuneke; Ebrahim Chekol Jibril; Elyas Abdi Ismail; et al. (NAACL (Long Papers), 2025)

SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection. - Shamsuddeen Hassan Muhammad; Nedjma Ousidhoum; Idris Abdulmumin; Seid Muhie Yimam; Jan Philip Wahle; Terry Ruas; Meriem Beloucif; Christine de Kock; Tadesse Destaw Belay; Ibrahim Said Ahmad; Nirmal Surange; Daniela Teodorescu; et al. (CoRR, 2025)

Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa. - Babangida Sani; Aakansha Soy; Sukairaj Hafiz Imam; Ahmad Mustapha; Lukman Jibril Aliyu; Idris Abdulmumin; Ibrahim Said Ahmad; Shamsuddeen Hassan Muhammad (CoRR, 2025)

AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text. - Tadesse Destaw Belay; Israel Abebe Azime; Ibrahim Said Ahmad; Idris Abdulmumin; Abinew Ali Ayele; Shamsuddeen Hassan Muhammad; Seid Muhie Yimam (CoRR, 2025)

Exploring Cultural Nuances in Emotion Perception Across 15 African Languages. - Ibrahim Said Ahmad; Shiran Dudy; Tadesse Destaw Belay; Idris Abdulmumin; Seid Muhie Yimam; Shamsuddeen Hassan Muhammad; Kenneth Church 001 (CoRR, 2025)

HausaNLP at SemEval-2025 Task 3: Towards a Fine-Grained Model-Aware Hallucination Detection. - Maryam Bala; Amina Imam Abubakar; Abdulhamid Abubakar; Abdulkadir Shehu Bichi; Hafsa Kabir Ahmad; Sani Abdullahi Sani; Idris Abdulmumin; Shamsuddeen Hassan Muhammad; Ibrahim Said Ahmad (CoRR, 2025)

HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation. - Abdulhamid Abubakar; Hamidatu Abdulkadir; Rabiu Ibrahim Abdullahi; Auwal Abubakar Khalid; Ahmad Mustapha Wali; Amina Aminu Umar; Maryam Bala; Sani Abdullahi Sani; Ibrahim Said Ahmad; Shamsuddeen Hassan Muhammad; Idris Abdulmumin; Vukosi Marivate (CoRR, 2025)

Automatic Speech Recognition for African Low-Resource Languages: Challenges and Future Directions. - Sukairaj Hafiz Imam; Babangida Sani; Dawit Ketema Gete; Bedru Yimam Ahamed; Ibrahim Said Ahmad; Idris Abdulmumin; Seid Muhie Yimam; Muhammad Yahuza Bello; Shamsuddeen Hassan Muhammad (CoRR, 2025)

HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing. - Shamsuddeen Hassan Muhammad; Ibrahim Said Ahmad; Idris Abdulmumin; Falalu Ibrahim Lawan; Babangida Sani; Sukairaj Hafiz Imam; Aliyu Yusuf; Sani Abdullahi Sani; Ali Usman Umar; Tajuddeen Gwadabe; Kenneth Church 001; Vukosi Marivate (CoRR, 2025)

POLAR: A Benchmark for Multilingual, Multicultural, and Multi-Event Online Polarization. - Usman Naseem; Juan Ren; Saba Anwar; Sarah Kohail; Rudy Alexandro Garrido Veliz; Robert Geislinger; Aisha Jabr; Idris Abdulmumin; Laiba Qureshi; Aarushi Ajay Borkar; Maryam Ibrahim Mukhtar; Abinew Ali Ayele; et al. (CoRR, 2025)