Dan Garrette

I am a Research Scientist at Google Research
in New York. My research focuses on Natural
Language Processing
and Machine Learning.

I completed my Ph.D. in Computer Science at
The University of Texas at Austin
in 2015 and
was later a postdoc in Computer Science at
the University of Washington
.

Selected Publications

Low-Resource Machine Learning for NLP

An Unsupervised Model of Orthographic Variation for Historical Document Transcription

Dan Garrette and Hannah Alpert-Abrams
Proceedings of NAACL 2016   [code] [data] [poster] [slides.key] [slides.pdf] [talk video]

A Supertag-Context Model for Weakly-Supervised CCG Parser Learning

Dan Garrette, Chris Dyer, Jason Baldridge, and Noah A. Smith
Proceedings of CoNLL 2015   [code] [slides.key] [slides.pdf] [talk video]

Unsupervised Code-Switching for Multilingual Historical Document Transcription

Dan Garrette, Hannah Alpert-Abrams, Taylor Berg-Kirkpatrick, and Dan Klein
Proceedings of NAACL 2015   [code] [data] [slides.key] [slides.pdf] [talk video]

Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning

Dan Garrette, Chris Dyer, Jason Baldridge, and Noah A. Smith
Proceedings of AAAI 2015   [code] [slides.key] [slides.pdf]

Weakly-Supervised Bayesian Learning of a CCG Supertagger

Dan Garrette, Chris Dyer, Jason Baldridge, and Noah A. Smith
Proceedings of CoNLL 2014   [code] [poster] [slides.key] [slides.pdf]

Real-World Semi-Supervised Learning of POS-Taggers for Low-Resource Languages

Dan Garrette, Jason Mielens, and Jason Baldridge
Proceedings of ACL 2013   [code] [poster] [slides.key] [slides.pdf]

Learning a Part-of-Speech Tagger from Two Hours of Annotation

Dan Garrette and Jason Baldridge
Proceedings of NAACL 2013   [code] [slides.key] [slides.pdf] [talk video] [commentary]
*Best Talk Award Finalist

Type-Supervised Hidden Markov Models for POS Tagging with Incomplete Tag Dictionaries

Dan Garrette and Jason Baldridge
Proceedings of EMNLP 2012   [code]

Computational Semantics

A Formal Approach to Linking Logical Form and Vector-Space Lexical Semantics

Dan Garrette, Katrin Erk, and Raymond Mooney
In: Harry Bunt, Johan Bos, and Stephen Pulman (eds) Computing Meaning, Vol. 4, 2013

Montague Meets Markov: Deep Semantics with Probabilistic Logical Form

Islam Beltagy, Cuong Chau, Gemma Boleda, Dan Garrette, Katrin Erk, and Raymond Mooney
Proceedings of *SEM 2013

Integrating Logical Representations with Probabilistic Information using Markov Logic

Dan Garrette, Katrin Erk, and Raymond Mooney
Proceedings of the Ninth International Conference on Computational Semantics, 2011

An Extensible Toolkit for Computational Semantics

Dan Garrette and Ewan Klein
Proceedings of the Eighth International Conference on Computational Semantics, 2009

Design by Kristin Serna