Matthew R. Gormley

Pronouns:

Solventum

  • Joined September 2018

Names

Matthew R. Gormley (Preferred)
,
Matthew R Gormley

Emails

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

Education & Career History

consultant
Solventum (solventum.com)
2024Present
 
Associate Teaching Professor
School of Computer Science, Carnegie Mellon University (cs.cmu.edu)
2022Present
 
consultant
3M (mmm.com)
20192024
 
Assistant Teaching Professor
School of Computer Science, Carnegie Mellon University (cs.cmu.edu)
20162022
 
PhD student
Department of Computer Science, Whiting School of Engineering (cs.jhu.edu)
20092015
 
Software Engineer
Endeca Technologies (endeca.com)
20072009
 
Undergrad student
Carnegie Mellon University (cmu.edu)
20032006
 

Advisors, Relations & Conflicts

Postdoc Advisor
20152015
 
PhD Advisor
20092015
 
PhD Advisor
20092015
 

Expertise

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