Idris Abdulmumin
31 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (51) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π¬ Deep Specialist (14)
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Deep Specialist
(14)
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Renaissance Researcher
(6)
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The Questioner
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Prolific Year Β· Prolific
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Century Club Β· Bronze
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Research topics
Natural Language Processing
(26)
Applications
(22)
Machine Learning
(18)
Resources & Methods
(16)
Learning Types Β· Machine Learning
(13)
Artificial Intelligence
(12)
Core AI
(8)
Deep Learning
(7)
Learning Types Β· Deep Learning
(7)
Application Areas
(5)
Core Methods
(5)
Learning Paradigms
(5)
Speech & Audio
(4)
Recognition
(4)
Understanding
(4)
Keywords
low-resource language
(19)
text classification
(10)
machine translation
(8)
multilingual nlp
(7)
african language
(6)
cross-lingual transfer
(5)
transfer learning
(4)
sentiment analysis
(4)
named entity recognition
(3)
language model
(3)
multilingual dataset
(3)
multi-label classification
(3)
pre-trained language model
(3)
multilingual model
(3)
hate speech detection
(3)
speech synthesis
(2)
data augmentation
(2)
natural language processing
(2)
natural language inference
(2)
binary classification
(2)
Papers
Afri-MCQA: Multimodal Cultural Question Answering for African Languages
ACL 2026
CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data
ACL 2026
Full Fine-Tuning vs. Parameter-Efficient Adaptation for Low-Resource African ASR: A Controlled Study with Whisper-Small
EACL 2026
SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis (DimABSA)
SemEval 2026
SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization
SemEval 2026
AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages
NAACL 2025
AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text
EMNLP 2025
Automatic Speech Recognition for African Low-Resource Languages: Challenges and Future Directions
ACL 2025
BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages
ACL 2025
Findings of the IWSLT 2025 Evaluation Campaign
ACL 2025
Findings of the WMT 2025 Shared Task of the Open Language Data Initiative
EMNLP 2025
HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation
SemEval 2025
HausaNLP at SemEval-2025 Task 3: Towards a Fine-Grained Model-Aware Hallucination Detection
SemEval 2025
HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing
ACL 2025
QUESPA Submission for the IWSLT 2025 Dialectal and Low-resource Speech Translation Task
ACL 2025
SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection
SemEval 2025
Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa
ACL 2025
Correcting FLORES Evaluation Dataset for Four African Languages
EMNLP 2024
Findings of WMT2024 English-to-Low Resource Multimodal Translation Task
EMNLP 2024
HausaHate: An Expert Annotated Corpus for Hausa Hate Speech Detection
NAACL 2024
Mitigating Translationese in Low-resource Languages: The Storyboard Approach
COLING 2024
SemEval Task 1: Semantic Textual Relatedness for African and Asian Languages
SemEval 2024
SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 13 Languages
ACL 2024
AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages
EMNLP 2023
HausaNLP at SemEval-2023 Task 10: Transfer Learning, Synthetic Data and Side-information for Multi-level Sexism Classification
SemEval 2023
HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Language
ACL 2023
MasakhaNEWS: News Topic Classification for African languages
IJCNLP 2023
SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval)
SemEval 2023
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
NAACL 2022
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition
EMNLP 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages
EMNLP 2022