Xavier Garcia
18 papers · 2020–2024 · 9 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (30) π Renaissance Researcher (5) π Conference Polyglot (9) π§ Keyword Pioneer
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
π₯
Mega-Team
(67)
π
Triple Crown
π€
Dynamic Duo
(11)
π₯
Unstoppable
(5)
π
Century Club
(18)
β‘
Prolific Year
(11)
Conferences
ICML (4)
ICLR (3)
ACL (2)
EMNLP (2)
JMLR (2)
NAACL (2)
AACL (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
low-resource language
(5)
large language model
(4)
neural machine translation
(4)
few-shot learning
(4)
machine translation
(3)
multilingual translation
(3)
language model
(3)
text generation
(2)
model scaling
(2)
multilingual machine translation
(2)
scaling law
(2)
quality estimation
(1)
prompt-based learning
(1)
distributed computing
(1)
self-supervised learning
(1)
continual learning
(1)
style transfer
(1)
probabilistic framework
(1)
cross-lingual transfer
(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
PaLM: Scaling Language Modeling with Pathways
JMLR 2023
Scaling Up Models and Data with t5x and seqio
JMLR 2023
Transcending Scaling Laws with 0.1% Extra Compute
EMNLP 2023
Interactive-Chain-Prompting: Ambiguity Resolution for Crosslingual Conditional Generation with Interaction
AACL 2023
UL2: Unifying Language Learning Paradigms
ICLR 2023
UniMax: Fairer and More Effective Language Sampling for Large-Scale Multilingual Pretraining
ICLR 2023
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
NIPS 2023
Scaling Laws for Multilingual Neural Machine Translation
ICML 2023
Measuring the Impact of Programming Language Distribution
ICML 2023
The Unreasonable Effectiveness of Few-shot Learning for Machine Translation
ICML 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