Alexandre Passos
8 papers · 2011–2023 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (24) π Conference Polyglot Β· Silver
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Mega-Team Β· Squad
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Conference Pioneer
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Top co-authors
Research topics
Artificial Intelligence
(3)
Computer Science
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Applications Β· Computer Science
(3)
Core AI
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications Β· Natural Language Processing
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Core Methods
(1)
Keywords
unsupervised learning
(1)
stochastic gradient descent
(1)
structured prediction
(1)
text editing
(1)
knowledge distillation
(1)
named entity recognition
(1)
text generation
(1)
language modeling
(1)
part-of-speech tagging
(1)
distributed computing
(1)
knowledge base
(1)
map inference
(1)
message passing
(1)
dynamic programming
(1)
exact inference
(1)
column generation
(1)
distributed training
(1)
graphical model
(1)
model scaling
(1)
retrieval-augmented generation
(1)
Papers
Scaling Up Models and Data with t5x and seqio
JMLR 2023
FRUIT: Faithfully Reflecting Updated Information in Text
NAACL 2022
Large scale distributed neural network training through online distillation
ICLR 2018
Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space
EMNLP 2014
Learning Soft Linear Constraints with Application to Citation Field Extraction
ACL 2014
Lexicon Infused Phrase Embeddings for Named Entity Resolution
CoNLL 2014
MAP Inference in Chains using Column Generation
NeurIPS 2012
Scikit-learn: Machine Learning in Python
JMLR 2011