Aitor Lewkowycz
6 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20)
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Mega-Team
(67)
Conferences
NIPS (3)
JMLR (2)
ICLR (1)
Top co-authors
Keywords
large language model
(3)
mathematical reasoning
(1)
in-context learning
(1)
deep learning theory
(1)
neural network optimization
(1)
out-of-distribution generalization
(1)
distributed computing
(1)
l2 regularization
(1)
gradient flow
(1)
language model
(1)
training dynamics
(1)
model scaling
(1)
length generalization
(1)
data pipeline
(1)
quantitative reasoning
(1)
pretrained language model
(1)
deep network
(1)
reasoning task
(1)
multi-step reasoning
(1)
scientific reasoning
(1)
Papers
PaLM: Scaling Language Modeling with Pathways
JMLR 2023
Scaling Up Models and Data with t5x and seqio
JMLR 2023
Solving Quantitative Reasoning Problems with Language Models
NIPS 2022
Exploring Length Generalization in Large Language Models
NIPS 2022
Effect of scale on catastrophic forgetting in neural networks
ICLR 2022
On the training dynamics of deep networks with $L_2$ regularization
NIPS 2020