Sérgio Matos
6 papers · 2014–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Silver
Venues
Top co-authors
Research topics
Machine Learning
(3)
Natural Language Processing
(3)
Applications · Natural Language Processing
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Applications · Data Science & Analytics
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
information retrieval
(3)
natural language processing
(1)
logistic regression
(1)
text complexity
(1)
question generation
(1)
efficient computing
(1)
synthetic data generation
(1)
document ranking
(1)
language model
(1)
model benchmarking
(1)
parameter efficiency
(1)
neural retrieval
(1)
neural ranking
(1)
passage reranking
(1)
health literacy
(1)
ad-hoc retrieval
(1)
complexity control
(1)
document reranking
(1)
covid-19 literature
(1)
control code
(1)
Papers
A Framework for Fine-Grained Complexity Control in Health Answer Generation
ACL 2025
Exploring efficient zero-shot synthetic dataset generation for Information Retrieval
EACL 2024
Benchmarking a transformer-FREE model for ad-hoc retrieval
EACL 2021
Frugal neural reranking: evaluation on the Covid-19 literature
EMNLP 2020
BioinformaticsUA: Machine Learning and Rule-Based Recognition of Disorders and Clinical Attributes from Patient Notes
SemEval 2015
BioinformaticsUA: Concept Recognition in Clinical Narratives Using a Modular and Highly Efficient Text Processing Framework
SemEval 2014