Oreen Yousuf
6 papers · 2022–2023 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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Mega-Team · Legion
Venues
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Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Learning Types · Machine Learning
(4)
Applications
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Understanding
(1)
Keywords
low-resource language
(3)
transfer learning
(2)
african language
(2)
machine translation
(2)
sentiment analysis
(2)
named entity recognition
(2)
data augmentation
(1)
cross-lingual transfer
(1)
multilingual translation
(1)
language model
(1)
pre-trained language model
(1)
language model fine-tuning
(1)
multilingual model
(1)
data filtering
(1)
multilingual language model
(1)
transformer model
(1)
sentence pair classification
(1)
sentence-pair classifier
(1)
active learning
(1)
self-active learning
(1)
Papers
Masakhane-Afrisenti at SemEval-2023 Task 12: Sentiment Analysis using Afro-centric Language Models and Adapters for Low-resource African Languages
SemEval 2023
MasakhaNEWS: News Topic Classification for African languages
IJCNLP 2023
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
NAACL 2022
AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages
EMNLP 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