Douglas Teodoro
6 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
π₯
Mega-Team Β· Squad
Venues
Top co-authors
Research topics
Natural Language Processing
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Healthcare & Medicine
(3)
Machine Learning
(3)
Clinical
(3)
Core Methods
(3)
Learning Types
(3)
Resources & Methods
(3)
Understanding
(3)
Core AI
(2)
Learning Paradigms
(2)
Applications
(1)
Architectures
(1)
Generation
(1)
Keywords
named entity recognition
(3)
language model
(2)
multilingual nlp
(2)
ensemble learning
(2)
hierarchical text classification
(1)
geometric deep learning
(1)
document classification
(1)
majority voting
(1)
low-resource language
(1)
support vector machine
(1)
model ensemble
(1)
clinical trial
(1)
transformer language model
(1)
multilingual model
(1)
dialogue summarization
(1)
clinical text
(1)
biomedical ner
(1)
biomedical language model
(1)
medical dialogue
(1)
clinical text classification
(1)
Papers
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
EMNLP 2025
DS4DH at MEDIQA-Chat 2023: Leveraging SVM and GPT-3 Prompt Engineering for Medical Dialogue Classification and Summarization
ACL 2023
DS4DH at SemEval-2022 Task 11: Multilingual Named Entity Recognition Using an Ensemble of Transformer-based Language Models
SemEval 2022
Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus
EMNLP 2021
BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition
EMNLP 2020
BiTeM at WNUT 2020 Shared Task-1: Named Entity Recognition over Wet Lab Protocols using an Ensemble of Contextual Language Models
EMNLP 2020