Jade Abbott
5 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird
👥
Mega-Team · Squad
Top co-authors
Research topics
Machine Learning
(3)
Natural Language Processing
(3)
Resources & Methods
(3)
Deep Learning
(2)
Applications
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Interdisciplinary
(1)
Speech & Audio
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Linguistics
(1)
Recognition
(1)
Keywords
low-resource language
(4)
machine translation
(2)
african language
(2)
cross-lingual embedding
(1)
automatic speech recognition
(1)
pre-trained language model
(1)
language model fine-tuning
(1)
speech dataset
(1)
word embedding
(1)
multilingual model
(1)
multilingual speech
(1)
zero-shot transfer learning
(1)
participatory research
(1)
translation dataset
(1)
dataset governance
(1)
community licensing
(1)
transfer learning
(1)
community-driven curation
(1)
multilingual nlp
(1)
neural machine translation
(1)
Papers
The Esethu Framework: Reimagining Sustainable Dataset Governance and Curation for Low-Resource Languages
ACL 2025
Unsupervised Cross-lingual Word Embedding Representation for English-isiZulu
EACL 2023
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
NAACL 2022
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages
EMNLP 2020
Benchmarking Neural Machine Translation for Southern African Languages
ACL 2019