Massive Open Online Courses: A Success of Cloud Computing in Education. - Abdulrasheed Mustapha; Shamsuddeen Hassan Muhammad; Saheed Abdullahi Salahudeen (OcRI, 2016)

Incremental Approach for Automatic Generation of Domain-Specific Sentiment Lexicon. - Shamsuddeen Hassan Muhammad; Pavel Brazdil; Alípio Jorge (ECIR (2), 2020)

Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages. - Wilhelmina Nekoto; Vukosi Marivate; Tshinondiwa Matsila; Timi E. Fasubaa; Taiwo Fagbohungbe; Solomon Oluwole Akinola; Shamsuddeen Hassan Muhammad; Salomon Kabongo Kabenamualu; Salomey Osei; Freshia Sackey; Rubungo Andre Niyongabo; Ricky Macharm; et al. (EMNLP (Findings), 2020)

Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages. - Wilhelmina Nekoto; Vukosi Marivate; Tshinondiwa Matsila; Timi E. Fasubaa; Tajudeen Kolawole; Taiwo Fagbohungbe; Solomon Oluwole Akinola; Shamsuddeen Hassan Muhammad; Salomon Kabongo; Salomey Osei; Sackey Freshia; Rubungo Andre Niyongabo; et al. (CoRR, 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)

MasakhaNER: Named Entity Recognition for African Languages. - David Ifeoluwa Adelani; Jade Z. Abbott; Graham Neubig; Daniel D'souza; Julia Kreutzer; Constantine Lignos; Chester Palen-Michel; Happy Buzaaba; Shruti Rijhwani; Sebastian Ruder; Stephen Mayhew 002; Israel Abebe Azime; et al. (Trans. Assoc. Comput. Linguistics, 2021)

MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition. - David Ifeoluwa Adelani; Graham Neubig; Sebastian Ruder; Shruti Rijhwani; Michael Beukman; Chester Palen-Michel; Constantine Lignos; Jesujoba O. Alabi; Shamsuddeen Hassan Muhammad; Peter Nabende; Cheikh M. Bamba Dione; Andiswa Bukula; et al. (EMNLP, 2022)

BibleTTS: a large, high-fidelity, multilingual, and uniquely African speech corpus. - Josh Meyer; David Ifeoluwa Adelani; Edresson Casanova; Alp Öktem; Daniel Whitenack; Julian Weber; Salomon Kabongo; Elizabeth Salesky; Iroro Orife; Colin Leong; Perez Ogayo; Chris Chinenye Emezue; et al. (INTERSPEECH, 2022)

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; Aremu Anuoluwapo; Idris Abdulmumin (LREC, 2022)

A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation. - David Ifeoluwa Adelani; Jesujoba O. Alabi; Angela Fan; Julia Kreutzer; Xiaoyu Shen 001; Machel Reid; Dana Ruiter; Dietrich Klakow; Peter Nabende; Ernie Chang; Tajuddeen Gwadabe; Freshia Sackey; et al. (NAACL-HLT, 2022)

Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages. - Idris Abdulmumin; Michael Beukman; Jesujoba O. Alabi; Chris Chinenye Emezue; Everlyn Chimoto; Tosin P. Adewumi; Shamsuddeen Hassan Muhammad; Mofetoluwa Adeyemi; Oreen Yousuf; Sahib Singh; Tajuddeen Gwadabe (WMT, 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)

Ìtàkúròso: Exploiting Cross-Lingual Transferability for Natural Language Generation of Dialogues in Low-Resource, African Languages. - Tosin P. Adewumi; Mofetoluwa Adeyemi; Aremu Anuoluwapo; Bukola Peters; Happy Buzaaba; Samuel Oyerinde; Amina Mardiyyah Rufai; Benjamin Ajibade; Tajuddeen Gwadabe; Mory Moussou Koulibaly Traore; Tunde Ajayi; Shamsuddeen Hassan Muhammad; et al. (CoRR, 2022)

Deep Sequence Models for Text Classification Tasks. - Saheed Abdullahi Salahudeen; Yiming Sun; Shamsuddeen Hassan Muhammad; Abdulrasheed Mustapha; Ahmad Muhammad Aminu; Abdulkadir Abdullahi; Musa Bello; Saminu Mohammad Aliyu (CoRR, 2022)

Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages. - Idris Abdulmumin; Michael Beukman; Jesujoba O. Alabi; Chris Emezue; Everlyn Asiko; Tosin P. Adewumi; Shamsuddeen Hassan Muhammad; Mofetoluwa Adeyemi; Oreen Yousuf; Sahib Singh; Tajuddeen Rabiu Gwadabe (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)

Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. - Julia Kreutzer; Isaac Caswell; Lisa Wang; Ahsan Wahab; Daan van Esch; Nasanbayar Ulzii-Orshikh; Allahsera Tapo; Nishant Subramani; Artem Sokolov; Claytone Sikasote; Monang Setyawan; Supheakmungkol Sarin; et al. (Trans. Assoc. Comput. Linguistics, 2022)

MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages. - Cheikh M. Bamba Dione; David Ifeoluwa Adelani; Peter Nabende; Jesujoba O. Alabi; Thapelo Sindane; Happy Buzaaba; Shamsuddeen Hassan Muhammad; Chris Chinenye Emezue; Perez Ogayo; Aremu Anuoluwapo; Catherine Gitau; Derguene Mbaye; et al. (ACL (1), 2023)

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)

Symbolic Versus Deep Learning Techniques for Explainable Sentiment Analysis. - Shamsuddeen Hassan Muhammad; Pavel Brazdil; Alípio Jorge (EPIA (1), 2023)

MasakhaNEWS: News Topic Classification for African languages. - David Ifeoluwa Adelani; Marek Masiak; Israel Abebe Azime; Jesujoba O. Alabi; Atnafu Lambebo Tonja; Christine Mwase; Odunayo Ogundepo; Bonaventure F. P. Dossou; Akintunde Oladipo; Doreen Nixdorf; Chris Chinenye Emezue; Sana Sabah Al-Azzawi; et al. (IJCNLP (1), 2023)

AfriWOZ: Corpus for Exploiting Cross-Lingual Transfer for Dialogue Generation in Low-Resource, African Languages. - Tosin P. Adewumi; Mofetoluwa Adeyemi; Aremu Anuoluwapo; Bukola Peters; Happy Buzaaba; Oyerinde Samuel; Amina Mardiyyah Rufai; Benjamin Ajibade; Tajudeen Gwadabe; Mory Moussou Koulibaly Traore; Tunde Oluwaseyi Ajayi; Shamsuddeen Hassan Muhammad; et al. (IJCNN, 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)

Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages. - Colin Leong; Herumb Shandilya; Bonaventure F. P. Dossou; Atnafu Lambebo Tonja; Joel Mathew; Abdul-Hakeem Omotayo; Oreen Yousuf; Zainab Akinjobi; Chris Chinenye Emezue; Shamsuddeen Hassan Muhammad; Steven Kolawole; Younwoo Choi; et al. (CoRR, 2023)

MasakhaNEWS: News Topic Classification for African languages. - David Ifeoluwa Adelani; Marek Masiak; Israel Abebe Azime; Jesujoba Oluwadara Alabi; Atnafu Lambebo Tonja; Christine Mwase; Odunayo Ogundepo; Bonaventure F. P. Dossou; Akintunde Oladipo; Doreen Nixdorf; Chris Chinenye Emezue; Sana Sabah Al-Azzawi; et al. (CoRR, 2023)

The African Stopwords project: curating stopwords for African languages. - Chris Emezue; Hellina Nigatu; Cynthia Thinwa; Helper Zhou; Shamsuddeen Hassan Muhammad; Lerato Louis; Idris Abdulmumin; Samuel Oyerinde; Benjamin Ajibade; Samuel Olanrewaju; Oviawe Joshua; Emeka Onwuegbuzia; 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)

AfriMTE and AfriCOMET: Empowering COMET to Embrace Under-resourced African Languages. - Jiayi Wang; David Ifeoluwa Adelani; Sweta Agrawal; Ricardo Rei; Eleftheria Briakou; Marine Carpuat; Marek Masiak; Xuanli He; Sofia Bourhim; Andiswa Bukula; Muhidin Mohamed; Temitayo Olatoye; 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)

Domain-specific and Context-aware Approaches to Sentiment Analysis - Shamsuddeen Hassan Muhammad (2023)

Combining Symbolic and Deep Learning Approaches for Sentiment Analysis. - Shamsuddeen Hassan Muhammad; Pavel Brazdil; Alípio Jorge (Compendium of Neurosymbolic Artificial Intelligence, 2023)

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)

AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages. - Jiayi Wang; David Ifeoluwa Adelani; Sweta Agrawal; Marek Masiak; Ricardo Rei; Eleftheria Briakou; Marine Carpuat; Xuanli He; Sofia Bourhim; Andiswa Bukula; Muhidin Mohamed; Temitayo Olatoye; et al. (NAACL-HLT, 2024)

BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages. - Junho Myung; Nayeon Lee; Yi Zhou 019; Jiho Jin; Rifki Afina Putri; Dimosthenis Antypas; Hsuvas Borkakoty; Eunsu Kim; Carla Pérez-Almendros; Abinew Ali Ayele; Víctor Gutiérrez-Basulto; Yazmín Ibáñez-García; et al. (NeurIPS, 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)

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models. - David Ifeoluwa Adelani; Jessica Ojo; Israel Abebe Azime; Jian Yun Zhuang; Jesujoba O. Alabi; Xuanli He; Millicent Ochieng; Sara Hooker; Andiswa Bukula; En-Shiun Annie Lee; Chiamaka Chukwuneke; Happy Buzaaba; et al. (CoRR, 2024)

BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages. - Junho Myung; Nayeon Lee; Yi Zhou 019; Jiho Jin; Rifki Afina Putri; Dimosthenis Antypas; Hsuvas Borkakoty; Eunsu Kim; Carla Pérez-Almendros; Abinew Ali Ayele; Víctor Gutiérrez-Basulto; Yazmín Ibáñez-García; et al. (CoRR, 2024)

Quantity vs. Quality of Monolingual Source Data in Automatic Text Translation: Can It Be Too Little If It Is Too Good? - Idris Abdulmumin; Bashir Shehu Galadanci; Aliyu Garba; Shamsuddeen Hassan Muhammad (CoRR, 2024)

Uhura: A Benchmark for Evaluating Scientific Question Answering and Truthfulness in Low-Resource African Languages. - Edward Bayes; Israel Abebe Azime; Jesujoba O. Alabi; Jonas Kgomo; Tyna Eloundou; Elizabeth Proehl; Kai Chen; Imaan Khadir; Naome A. Etori; Shamsuddeen Hassan Muhammad; Choice Mpanza; Igneciah Pocia Thete; 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)

INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages. - Hao Yu; Jesujoba Oluwadara Alabi; Andiswa Bukula; Jian Yun Zhuang; En-Shiun Annie Lee; Tadesse Kebede Guge; Israel Abebe Azime; Happy Buzaaba; Blessing Kudzaishe Sibanda; Godson Koffi Kalipe; Jonathan Mukiibi; Salomon Kabongo Kabenamualu; et al. (ACL (1), 2025)

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa. - Sani Abdullahi Sani; Shamsuddeen Hassan Muhammad; Devon Jarvis (COLING Workshops, 2025)

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models. - David Ifeoluwa Adelani; Jessica Ojo; Israel Abebe Azime; Jian Yun Zhuang; Jesujoba Oluwadara Alabi; Xuanli He; Millicent Ochieng; Sara Hooker; Andiswa Bukula; En-Shiun Annie Lee; Chiamaka Ijeoma Chukwuneke; Happy Buzaaba; et al. (NAACL (Long Papers), 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)

AFRIDOC-MT: Document-level MT Corpus for African Languages. - Jesujoba O. Alabi; Israel Abebe Azime; Miaoran Zhang; Cristina España-Bonet; Rachel Bawden; Dawei Zhu; David Ifeoluwa Adelani; Clement Odoje; Idris Akinade; Iffat Maab; Davis David; Shamsuddeen Hassan Muhammad; et al. (CoRR, 2025)

INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages. - Hao Yu; Jesujoba O. Alabi; Andiswa Bukula; Jian Yun Zhuang; En-Shiun Annie Lee; Tadesse Kebede Guge; Israel Abebe Azime; Happy Buzaaba; Blessing K. Sibanda; Godson Koffi Kalipe; Jonathan Mukiibi; Salomon Kabongo Kabenamualu; et al. (CoRR, 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)

Whispering in Amharic: Fine-tuning Whisper for Low-resource Language. - Dawit Ketema Gete; Bedru Yimam Ahmed; Tadesse Destaw Belay; Yohannes Ayana Ejigu; Sukairaj Hafiz Imam; Alemu Belay Tessema; Mohammed Oumer Adem; Tadesse Amare Belay; Robert Geislinger; Umma Aliyu Musa; Martin Semmann; Shamsuddeen Hassan Muhammad; et al. (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)

The State of Large Language Models for African Languages: Progress and Challenges. - Kedir Yassin Hussen; Walelign Tewabe Sewunetie; Abinew Ali Ayele; Sukairaj Hafiz Imam; Shamsuddeen Hassan Muhammad; Seid Muhie Yimam (CoRR, 2025)

Evaluating Deep Learning Models for African Wildlife Image Classification: From DenseNet to Vision Transformers. - Lukman Jibril Aliyu; Umar Sani Muhammad; Bilqisu Ismail; Nasiru Muhammad; Almustapha A Wakili; Seid Muhie Yimam; Shamsuddeen Hassan Muhammad; Mustapha Abdullahi (CoRR, 2025)