Elahe Kalbassi
5 papers · 2023–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Top co-authors
Research topics
Natural Language Processing
(4)
Applications
(4)
Machine Learning
(3)
Application Areas
(3)
Deep Learning
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Speech & Audio
(1)
Analysis
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
machine translation
(3)
multilingual nlp
(2)
text classification
(1)
data augmentation
(1)
speech processing
(1)
parallel corpus
(1)
toxicity detection
(1)
error detection
(1)
speech classification
(1)
low-resource language
(1)
benchmark dataset
(1)
synthetic data
(1)
hallucination detection
(1)
zero-shot detection
(1)
sentence embedding
(1)
gender bia
(1)
demographic bia
(1)
multilingual speech
(1)
annotation schema
(1)
gender bias detection
(1)
Papers
MuTox: Universal MUltilingual Audio-based TOXicity Dataset and Zero-shot Detector
ACL 2024
HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation
EMNLP 2023
Multilingual Holistic Bias: Extending Descriptors and Patterns to Unveil Demographic Biases in Languages at Scale
EMNLP 2023
Small Data, Big Impact: Leveraging Minimal Data for Effective Machine Translation
ACL 2023
The Gender-GAP Pipeline: A Gender-Aware Polyglot Pipeline for Gender Characterisation in 55 Languages
EMNLP 2023