Matthew McDermott
6 papers · 2018–2023 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core Methods
(2)
Natural Language Processing
(1)
Applications
(1)
Core AI
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
representation learning
(1)
hyperparameter optimization
(1)
self-supervised learning
(1)
natural language generation
(1)
autoregressive generation
(1)
multimodal learning
(1)
implicit differentiation
(1)
convolutional neural network
(1)
long short-term memory
(1)
ensemble method
(1)
foundation model
(1)
chest x-ray
(1)
radiology report
(1)
causal dependency
(1)
word embedding
(1)
event sequence
(1)
generative pre-trained transformer
(1)
relation classification
(1)
semantic relation
(1)
clinical text
(1)
Papers
Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events
NeurIPS 2023
Meta-learning to Improve Pre-training
NeurIPS 2021
A Framework for Relation Extraction Across Multiple Datasets in Multiple Domains
ACL 2019
Clinically Accurate Chest X-Ray Report Generation
MLHC 2019
Publicly Available Clinical BERT Embeddings
NAACL 2019
MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolution Neural Network
SemEval 2018