Rodrigo Nogueira
12 papers · 2016–2022 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Trendsetter Combo
(3)
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Trend Setter
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Renaissance Researcher
(5)
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Prolific Year Β· Productive
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Keyword Collector
(66)
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Century Club Β· Bronze
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Research topics
Machine Learning
(9)
Artificial Intelligence
(8)
Deep Learning
(7)
Natural Language Processing
(7)
Core AI
(7)
Applications
(5)
Learning Types Β· Machine Learning
(5)
Application Areas
(4)
Core Methods
(3)
Learning Types Β· Deep Learning
(3)
Resources & Methods
(3)
Architectures
(2)
Generation
(2)
Techniques
(2)
Computer Science
(1)
Keywords
information retrieval
(4)
question answering
(3)
pre-trained language model
(3)
sequence-to-sequence model
(2)
search engine
(2)
reinforcement learning
(2)
document ranking
(2)
neural ranking
(2)
domain adaptation
(1)
natural language inference
(1)
transfer learning
(1)
claim verification
(1)
cross-lingual transfer
(1)
sequence modeling
(1)
machine translation
(1)
sequential decision making
(1)
zero-shot learning
(1)
query reformulation
(1)
natural language understanding
(1)
document retrieval
(1)
Papers
Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models
EMNLP 2022
MonoByte: A Pool of Monolingual Byte-level Language Models
COLING 2022
Pretrained Transformers for Text Ranking: BERT and Beyond
NAACL 2021
Scientific Claim Verification with VerT5erini
EACL 2021
Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset
EMNLP 2020
Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence Models
COLING 2020
Document Ranking with a Pretrained Sequence-to-Sequence Model
EMNLP 2020
Early Exiting BERT for Efficient Document Ranking
EMNLP 2020
Lite Training Strategies for Portuguese-English and English-Portuguese Translation
EMNLP 2020
Rapidly Deploying a Neural Search Engine for the COVID-19 Open Research Dataset
ACL 2020
Task-Oriented Query Reformulation with Reinforcement Learning
EMNLP 2017
End-to-End Goal-Driven Web Navigation
NeurIPS 2016