Xavier Garcia
17 papers · 2020–2024 · 8 venues · across top CS/AI venues
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Achievements
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Dynamic Duo
(10)
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Prolific Year Β· Prolific
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Century Club Β· Bronze
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Keyword Collector
(57)
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Unstoppable Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(14)
Machine Learning
(10)
Deep Learning
(9)
Applications
(9)
Artificial Intelligence
(8)
Resources & Methods
(8)
Learning Types Β· Machine Learning
(6)
Core AI
(5)
Optimization & Theory Β· Machine Learning
(5)
Learning Paradigms
(4)
Learning Types Β· Deep Learning
(4)
Models
(3)
Optimization & Theory Β· Deep Learning
(3)
Application Areas
(2)
Architectures
(2)
Keywords
neural machine translation
(5)
low-resource language
(5)
large language model
(5)
few-shot learning
(4)
scaling law
(3)
machine translation
(3)
multilingual translation
(3)
language model
(3)
text generation
(2)
in-context learning
(2)
model scaling
(2)
multilingual machine translation
(2)
distributed computing
(1)
quality estimation
(1)
prompt-based learning
(1)
self-supervised learning
(1)
continual learning
(1)
style transfer
(1)
probabilistic framework
(1)
maximum a posteriori
(1)
Papers
Quality-Aware Translation Models: Efficient Generation and Quality Estimation in a Single Model
ACL 2024
Interactive-Chain-Prompting: Ambiguity Resolution for Crosslingual Conditional Generation with Interaction
IJCNLP 2023
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
NeurIPS 2023
Measuring the Impact of Programming Language Distribution
ICML 2023
PaLM: Scaling Language Modeling with Pathways
JMLR 2023
Scaling Laws for Multilingual Neural Machine Translation
ICML 2023
Scaling Up Models and Data with t5x and seqio
JMLR 2023
The Unreasonable Effectiveness of Few-shot Learning for Machine Translation
ICML 2023
Transcending Scaling Laws with 0.1% Extra Compute
EMNLP 2023
UL2: Unifying Language Learning Paradigms
ICLR 2023
UniMax: Fairer and More Effective Language Sampling for Large-Scale Multilingual Pretraining
ICLR 2023
Examining Scaling and Transfer of Language Model Architectures for Machine Translation
ICML 2022
Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings
ACL 2022
Scaling Laws for Neural Machine Translation
ICLR 2022
Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages
NAACL 2021
Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution
NAACL 2021
A Multilingual View of Unsupervised Machine Translation
EMNLP 2020