I am a Research Scientist at Google DeepMind
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
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning
Rochelle Choenni,
Dan Garrette, and
Ekaterina Shutova
EMNLP 2023
Character-Aware Models Improve Visual Text Rendering
Rosanne Liu*,
Dan Garrette*,
Chitwan Saharia,
William Chan,
Adam Roberts,
Sharan Narang,
Irina Blok,
RJ Mical,
Mohammad Norouzi, and
Noah Constant*
ACL 2023
[slides]
[poster]
Cross-Lingual Transfer with Language-Specific Subnetworks for Low-Resource Dependency Parsing
Rochelle Choenni,
Dan Garrette, and
Ekaterina Shutova
Computational Linguistics, 2023
FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation
Parker Riley,
Timothy Dozat,
Jan A. Botha,
Xavier Garcia,
Dan Garrette,
Jason Riesa,
Orhan Firat, and
Noah Constant
TACL 2023
CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation
Jonathan H. Clark,
Dan Garrette,
Iulia Turc, and
John Wieting
TACL 2022
[slides]
[poster]
Frequency Effects on Syntactic Rule Learning in Transformers
Jason Wei,
Dan Garrette,
Tal Linzen, and
Ellie Pavlick
EMNLP 2021
[blog]
Improving Multilingual Models with Language-Clustered Vocabularies
Hyung Won Chung,
Dan Garrette,
Kiat Chuan Tan, and
Jason Riesa
EMNLP 2020
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages
Jonathan H. Clark,
Eunsol Choi,
Michael Collins,
Dan Garrette,
Tom Kwiatkowski,
Vitaly Nikolaev,
and
Jennimaria Palomaki
TACL 2020
[blog]
How multilingual is Multilingual BERT?
Telmo Pires,
Eva Schlinger, and
Dan Garrette
ACL 2019
[slides.pdf]
Kelsey Ball and
Dan Garrette
EMNLP 2018
[code]
[poster]
Automatic Compositor Attribution in the First Folio of Shakespeare
Maria Ryskina,
Hannah Alpert-Abrams,
Dan Garrette, and
Taylor Berg-Kirkpatrick
ACL 2017
[poster]
An Unsupervised Model of Orthographic Variation for Historical Document Transcription
Dan Garrette and
Hannah Alpert-Abrams
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
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
NAACL 2015
[code]
[data]
[slides.key]
[slides.pdf]
Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning
Dan Garrette,
Chris Dyer,
Jason Baldridge, and
Noah A. Smith
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
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
ACL 2013
[code]
[poster]
[slides.key]
[slides.pdf]
Learning a Part-of-Speech Tagger from Two Hours of Annotation
Dan Garrette and
Jason Baldridge
NAACL 2013
[code]
[slides.key]
[slides.pdf]
[talk video]
[commentary]
*Best Talk Award Finalist
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
*SEM 2013
Type-Supervised Hidden Markov Models for POS Tagging with Incomplete Tag Dictionaries
Dan Garrette and
Jason Baldridge
EMNLP 2012
[code]
Integrating Logical Representations with Probabilistic Information using Markov Logic
Dan Garrette,
Katrin Erk, and
Raymond Mooney
International Conference on Computational Semantics, 2011
An Extensible Toolkit for Computational Semantics
Dan Garrette and
Ewan Klein
International Conference on Computational Semantics, 2009