Dana Ruiter
12 papers · 2019–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
🗃️
Keyword Collector
(57)
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(11)
Learning Types · Machine Learning
(11)
Natural Language Processing
(9)
Applications · Natural Language Processing
(8)
Deep Learning
(4)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(2)
Interdisciplinary
(2)
Core AI
(2)
Core Methods
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Education
(1)
Generation
(1)
Linguistics
(1)
Keywords
low-resource language
(5)
neural machine translation
(5)
self-supervised learning
(3)
cross-lingual transfer
(2)
representation learning
(2)
text classification
(2)
transfer learning
(2)
multilingual model
(2)
hate speech detection
(2)
multilingual translation
(1)
machine translation
(1)
sentiment analysis
(1)
zero-shot learning
(1)
document-level translation
(1)
curriculum learning
(1)
masked language model
(1)
text annotation
(1)
style transfer
(1)
data annotation
(1)
text generation
(1)
Papers
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
NAACL 2022
Exploiting Social Media Content for Self-Supervised Style Transfer
NAACL 2022
StereoKG: Data-Driven Knowledge Graph Construction For Cultural Knowledge and Stereotypes
NAACL 2022
EdinSaar@WMT21: North-Germanic Low-Resource Multilingual NMT
EMNLP 2021
Emoji-Based Transfer Learning for Sentiment Tasks
EACL 2021
Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces
ACL 2021
HUMAN: Hierarchical Universal Modular ANnotator
EMNLP 2020
Label Propagation-Based Semi-Supervised Learning for Hate Speech Classification
EMNLP 2020
Self-Induced Curriculum Learning in Self-Supervised Neural Machine Translation
EMNLP 2020
UdS-DFKI@WMT20: Unsupervised MT and Very Low Resource Supervised MT for German-Upper Sorbian
EMNLP 2020
Self-Supervised Neural Machine Translation
ACL 2019
UdS-DFKI Participation at WMT 2019: Low-Resource (en-gu) and Coreference-Aware (en-de) Systems
ACL 2019