Publications

HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Language
Shantipriya Parida, Idris Abdulmumin, Shamsuddeen Hassan Muhammad, Others
Last updated on Jul 2, 2023
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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
Jan 1, 2023
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Leveraging Symbolic and Deep Learning Techniques for Explainable Sentiment Analysis
Shamsuddeen Hassan Muhammad, Pavel Brazdil, Alípio M. Jorge
Last updated on Jul 1, 2023
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MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African Languages
Cheikh M. Bamba Dione, David Adelani, Peter Nabende, Jesujoba Alabi, Thapelo Sindane, Happy Buzaaba, Shamsuddeen Hassan Muhammad Et Al.
Jan 1, 2023
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Domain-Specific Lexicon-Based Sentiment Analysis using Contextual Shifter Patterns
Shamsuddeen \TextbfMuhammad, Pavel Brazdil, Idris Abdulmumin
Last updated on Jul 1, 2023
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HERDPhobia: A Dataset for Hate Speech Detection against Fulani Herdsmen in Nigeria
Saminu Aliyu, Gregory Wajiga, Muhammad Murtala, Shamsuddeen Muhammad, Idris Abdulmumin, Ibrahim Ahmad
Last updated on Jul 1, 2023
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Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages
Idris Abdulmumin, Michael Beukman, Jesujoba Alabi, Chris Chinenye Emezue, Everlyn Chimoto, Tosin Adewumi, Shamsuddeen Muhammad, Mofetoluwa Adeyemi, Oreen Yousuf, Sahib Singh, Tajuddeen Gwadabe
Last updated on Jul 1, 2023
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A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
David Adelani, Jesujoba Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, Dietrich Klakow, Peter Nabende, Ernie Chang, Tajuddeen Gwadabe, Freshia Sackey, Bonaventure F. P. Dossou, Chris Emezue, Colin Leong, Michael Beukman, Shamsuddeen Muhammad, Guyo Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles Hacheme, Eric Peter Wairagala, Muhammad Umair Nasir, Benjamin Ajibade, Tunde Ajayi, Yvonne Gitau, Jade Abbott, Mohamed Ahmed, Millicent Ochieng, Anuoluwapo Aremu, Perez Ogayo, Jonathan Mukiibi, Fatoumata Ouoba Kabore, Godson Kalipe, Derguene Mbaye, Allahsera Auguste Tapo, Victoire Memdjokam Koagne, Edwin Munkoh-Buabeng, Valencia Wagner, Idris Abdulmumin, Ayodele Awokoya, Happy Buzaaba, Blessing Sibanda, Andiswa Bukula, Sam Manthalu
Last updated on Jul 1, 2023
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Hausa Visual Genome: A Dataset for Multi-Modal English to Hausa Machine Translation
Idris Abdulmumin, Satya Ranjan Dash, Musa Abdullahi Dawud, Shantipriya Parida, Shamsuddeen Muhammad, Ibrahim Sa’id Ahmad, Subhadarshi Panda, Ondřej Bojar, Bashir Shehu Galadanci, Bello Shehu Bello
Last updated on Jul 1, 2023
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NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis
Sentiment analysis is one of the most widely studied applications in NLP, but most work focuses on languages with large amounts of …
Shamsuddeen Hassan Muhammad, David Ifeoluwa Adelani, Sebastian Ruder, Ibrahim Sa’id Ahmad, Idris Abdulmumin, Bello Shehu Bello, Monojit Choudhury, Chris Chinenye Emezue, Saheed Salahudeen Abdullahi, Anuoluwapo Aremu, Pavel Brazdil
Last updated on Jul 1, 2023
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