Vukosi Marivate
17 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (31) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Deep Specialist
(11)
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Mega-Team · Legion
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Keyword Champion
(2)
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Renaissance Researcher
(5)
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Trend Setter
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Prolific Year · Productive
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Unstoppable · Bronze
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Keyword Collector
(67)
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Century Club · Bronze
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Research topics
Natural Language Processing
(15)
Applications
(12)
Resources & Methods
(12)
Machine Learning
(8)
Artificial Intelligence
(6)
Learning Types · Machine Learning
(6)
Interdisciplinary
(5)
Learning Paradigms
(4)
Linguistics
(4)
Understanding
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Deep Learning
(3)
Core AI
(3)
Speech & Audio
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Keywords
low-resource language
(9)
machine translation
(6)
african language
(5)
text classification
(3)
cross-lingual transfer
(3)
multilingual nlp
(3)
named entity recognition
(3)
neural machine translation
(2)
pre-trained language model
(2)
south african language
(2)
large language model
(2)
multilingual model
(2)
language identification
(2)
multilingual corpus
(2)
knowledge representation
(1)
prompt engineering
(1)
question answering
(1)
few-shot learning
(1)
multi-label classification
(1)
speech recognition
(1)
Papers
CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data
ACL 2026
AfroCS-xs: Creating a Compact, High-Quality, Human-Validated Code-Switched Dataset for African Languages
ACL 2025
BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages
ACL 2025
HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation
SemEval 2025
HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing
ACL 2025
Pula: Training Large Language Models for Setswana
NAACL 2025
The Esethu Framework: Reimagining Sustainable Dataset Governance and Curation for Low-Resource Languages
ACL 2025
Correcting FLORES Evaluation Dataset for Four African Languages
EMNLP 2024
From N-grams to Pre-trained Multilingual Models For Language Identification
EMNLP 2024
Prompting towards Alleviating Code-Switched Data Scarcity in Under-Resourced Languages with GPT as a Pivot
COLING 2024
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages
ACL 2023
Preparing the Vuk’uzenzele and ZA-gov-multilingual South African multilingual corpora
EACL 2023
Unsupervised Cross-lingual Word Embedding Representation for English-isiZulu
EACL 2023
Findings of the WMT’22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages
EMNLP 2022
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition
EMNLP 2022
Practical Approach on Implementation of WordNets for South African Languages
EACL 2021
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages
EMNLP 2020