Matthew McDermott
6 papers · 2018–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
NIPS (2)
ACL (1)
MLHC (1)
NAACL (1)
SEMEVAL (1)
Top co-authors
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
NIPS 2023
Meta-learning to Improve Pre-training
NIPS 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