- Shared Components Topic Models.
Matthew R. Gormley, Mark Dredze, Benjamin Van Durme, Jason Eisner.
NAACL. 2012.
[bibtex] [slides] [pdf] - Annotated Gigaword.
Courtney Napoles, Matthew Gormley, Benjamin Van Durme.
AKBC-WEKEX workshop at NAACL. 2012.
[bibtex] [pdf] [code] - Entity Clustering Across Languages.
Spence Green, Nicholas Andrews, Matthew R. Gormley, Mark Dredze, Christopher D. Manning.
NAACL. 2012.
[bibtex] [pdf] - Shared Components Topic Models with Application to Selectional Preference.
Matthew R. Gormley, Mark Dredze, Benjamin Van Durme, Jason Eisner.
Learning Semantics Workshop at NIPS. 2011.
[bibtex] [extended abstract] - Cross-lingual Coreference Resolution: A New Task for Multilingual Comparable Corpora.
Spence Green, Nicholas Andrews, Matthew R. Gormley, Mark Dredze, Christopher D. Manning.
Technical Report 6. HLTCOE, Johns Hopkins University. 2011.
[bibtex] [pdf] - Non-Expert Correction of Automatically Generated Relation Annotations.
Matthew R. Gormley, Adam Gerber, Mary Harper, Mark Dredze.
Proceedings of the NAACL HLT 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk.
[bibtex] [code+data] [pdf]
Matthew R. Gormley
Ph.D. Candidate in Computer Science at Johns Hopkins University and Human Language Technologies Center of Excellence fellow.
Office: Hackerman 321
Advisors: Jason Eisner, Mark Dredze
Center for Language and Speech Processing
Human Language Technology Center of Excellence
Department of Computer Science
Johns Hopkins University
Email: mrg at cs dot jhu dot edu Human Language Technology Center of Excellence
Department of Computer Science
Johns Hopkins University
Office: Hackerman 321
Advisors: Jason Eisner, Mark Dredze
Research Interests
Natural language processing, computational semantics, knowledge base population, machine learning.
Publications
Teaching
Spring 2012: 600.103 Fundamentals of Practical Computing, co-instructor.
Fall 2012: 600.475 Machine Learning, guest-lecture on topic modeling.
Service
Secondary reviewer, ACL 2012.
Secondary reviewer, AISTATS 2012.
Reviewer (Machine Learning track), IJCNLP 2011.
Secondary reviewer, EMNLP 2011.
Reviewer, NESCAI 2010.
Education
Ph.D. Candidate, Johns Hopkins University, 2009 - present.
M.S. in Computer Science, Johns Hopkins University, 2009 - 2011.
B.S. in Computer Science with a double major in Cognitive Science, Carnegie Mellon University, 2003 - 2006.
Work Experience
Google, Research Intern, Summer 2012.
Endeca Technologies, Software developer, 2007-2009.
Microsoft's Speech and Natural Language Group, Intern, Summer 2006.
Scone Knowledge Base Group at CMU, Research assistant for Scott Fahlman, 2005-2007.