Yousef El-Kurdi
5 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Natural Language Processing
(4)
Artificial Intelligence
(3)
Architectures
(3)
Core AI
(3)
Resources & Methods
(3)
Application Areas
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Applications
(1)
Optimization & Theory
(1)
Understanding
(1)
Keywords
model compression
(1)
model quantization
(1)
contrastive learning
(1)
domain adaptation
(1)
text classification
(1)
knowledge distillation
(1)
data augmentation
(1)
in-context learning
(1)
named entity recognition
(1)
information retrieval
(1)
dependency parsing
(1)
efficient computing
(1)
synthetic data generation
(1)
instruction tuning
(1)
text categorization
(1)
hierarchical structure
(1)
ensemble method
(1)
language model
(1)
synthetic data
(1)
text embedding
(1)
Papers
INDUS: Effective and Efficient Language Models for Scientific Applications
EMNLP 2024
Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs
EMNLP 2023
Zero-Shot Dynamic Quantization for Transformer Inference
EMNLP 2022
Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers
COLING 2020
Multi-Granular Text Encoding for Self-Explaining Categorization
ACL 2019