Matthew R. Gormley

Consultant, Solventum
Associate Teaching Professor, Machine Learning Department, Carnegie Mellon University
Joined
September 2018

Names

Matthew R. Gormley (Preferred)
, 
Matthew R Gormley

Emails

****@cs.cmu.edu (Confirmed)
, 
****@andrew.cmu.edu (Confirmed)
, 
****@cs.jhu.edu

Personal Links

Career & Education History

consultant
Solventum (solventum.com)
2024 – Present
Associate Teaching Professor
Machine Learning Department, Carnegie Mellon University (cs.cmu.edu)
2022 – Present
consultant
3M (mmm.com)
2019 – 2024
Assistant Teaching Professor
Machine Learning Department, Carnegie Mellon University (cs.cmu.edu)
2016 – 2022
PhD student
Department of Computer Science, Johns Hopkins University (cs.jhu.edu)
2009 – 2015
Software Engineer
Endeca Technologies (endeca.com)
2007 – 2009
Undergrad student
Computer Science, Carnegie Mellon University (cmu.edu)
2003 – 2006

Advisors, Relations & Conflicts

Postdoc Advisor
Benjamin VanDurme
2015 – 2015
PhD Advisor
Jason Eisner
2009 – 2015
PhD Advisor
Mark Dredze
2009 – 2015

Expertise

summarization
, 
generation
, 
transformers
, 
long-context models
, 
noisy user generated text
, 
medical coding
, 
deep learning
2016 – Present
machine learning
, 
approximate inference
, 
unsupervised learning
, 
decomposition techniques
, 
nonparametrics
, 
global optimization
, 
low-resource learning
, 
approximation-aware learning.
2009 – Present
natural language processing
, 
grammar induction
, 
dependency parsing
, 
semantic parsing
, 
knowledge base population
, 
coreference resolution
, 
topic modeling
, 
computational semantics
, 
summarization
, 
natural language generation
2009 – Present

Publications

View all 75 publications

Co-Authors

View all 69 co-authors