Julien Launay
7 papers · 2020–2023 · 4 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
(16)
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Hot Topic Early Bird
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The Questioner
(2)
Venues
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Research topics
Machine Learning
(7)
Deep Learning
(5)
Natural Language Processing
(5)
Resources & Methods
(5)
Application Areas
(3)
Learning Types
(3)
Models
(3)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Applications
(1)
Architectures
(1)
Generation
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
large language model
(5)
zero-shot generalization
(3)
multilingual model
(2)
direct feedback alignment
(2)
transformer architecture
(2)
model evaluation
(1)
question answering
(1)
benchmark evaluation
(1)
model inference
(1)
corpus construction
(1)
model training
(1)
natural language inference
(1)
arabic language model
(1)
model scaling
(1)
pretraining corpus
(1)
toxicity detection
(1)
multiple choice
(1)
inference cost
(1)
energy consumption
(1)
named entity recognition
(1)
Papers
AlGhafa Evaluation Benchmark for Arabic Language Models
EMNLP 2023
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data Only
NeurIPS 2023
A Holistic Assessment of the Carbon Footprint of Noor, a Very Large Arabic Language Model
ACL 2022
What Language Model Architecture and Pretraining Objective Works Best for Zero-Shot Generalization?
ICML 2022
What Language Model to Train if You Have One Million GPU Hours?
EMNLP 2022
Photonic Differential Privacy with Direct Feedback Alignment
NeurIPS 2021
Direct Feedback Alignment Scales to Modern Deep Learning Tasks and Architectures
NeurIPS 2020