Matthew Gormley
12 papers · 2013–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (30) π Conference Polyglot Β· Bronze ποΈ Keyword Collector (51)
π
Renaissance Researcher
(6)
π
Trend Setter
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(5)
Deep Learning
(5)
Natural Language Processing
(5)
Core Methods
(4)
Learning Types Β· Deep Learning
(4)
Optimization & Theory
(4)
Generation
(3)
Core AI
(2)
Learning Paradigms
(2)
Learning Types Β· Machine Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Keywords
few-shot learning
(1)
imitation learning
(1)
bayesian inference
(1)
structured prediction
(1)
sequence labeling
(1)
hyperparameter optimization
(1)
model calibration
(1)
attention mechanism
(1)
in-context learning
(1)
cross-lingual transfer
(1)
document summarization
(1)
named entity recognition
(1)
text generation
(1)
multi-label classification
(1)
text representation
(1)
adaptive learning
(1)
policy learning
(1)
neural architecture search
(1)
part-of-speech tagging
(1)
active learning
(1)
Papers
A Taxonomy for Data Contamination in Large Language Models
ACL 2024
Learning Mutually Informed Representations for Characters and Subwords
NAACL 2024
Itβs MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk
EMNLP 2023
MDACE: MIMIC Documents Annotated with Code Evidence
ACL 2023
SummQA at MEDIQA-Chat 2023: In-Context Learning with GPT-4 for Medical Summarization
ACL 2023
Unlimiformer: Long-Range Transformers with Unlimited Length Input
NeurIPS 2023
AdaFocal: Calibration-aware Adaptive Focal Loss
NeurIPS 2022
On Efficiently Acquiring Annotations for Multilingual Models
ACL 2022
Towards modular and programmable architecture search
NeurIPS 2019
Learning Beam Search Policies via Imitation Learning
NeurIPS 2018
Structured Belief Propagation for NLP
ACL 2014
Topic Models and Metadata for Visualizing Text Corpora
NAACL 2013