Dan Garrette
22 papers · 2012–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (6) π Conference Polyglot (5) π Academic Marathon (12) πΊοΈ Taxonomy Completionist (38)
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Taxonomy Completionist
(38)
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Keyword Pioneer
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Hot Topic Early Bird
π₯
Mega-Team
(45)
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Topic Evolution
π
Century Club
(22)
π
Trend Setter
π₯
Unstoppable
(10)
β
The Questioner
(2)
ποΈ
Keyword Collector
(77)
β‘
Prolific Year
(6)
Conferences
EMNLP (7)
ACL (6)
NAACL (5)
CONLL (3)
JMLR (1)
Top co-authors
Keywords
cross-lingual transfer
(5)
transfer learning
(3)
multilingual language model
(2)
cross-lingual sharing
(2)
language model
(2)
language identification
(1)
image generation
(1)
representation learning
(1)
speech recognition
(1)
benchmark evaluation
(1)
named entity recognition
(1)
text generation
(1)
multilingual nlp
(1)
part-of-speech tagging
(1)
neural network optimization
(1)
natural language understanding
(1)
distributed computing
(1)
semantic matching
(1)
compositional generalization
(1)
feature extraction
(1)
Papers
The Impact of Depth on Compositional Generalization in Transformer Language Models
NAACL 2024
Examining Modularity in Multilingual LMs via Language-Specialized Subnetworks
NAACL 2024
Character-Aware Models Improve Visual Text Rendering
ACL 2023
Fine-tuning mSLAM for the SIGMORPHON 2022 Shared Task on Grapheme-to-Phoneme Conversion
ACL 2023
Scaling Up Models and Data with t5x and seqio
JMLR 2023
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning
EMNLP 2023
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages
EMNLP 2023
Dialect-robust Evaluation of Generated Text
ACL 2023
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation
EMNLP 2021
Frequency Effects on Syntactic Rule Learning in Transformers
EMNLP 2021
Improving Multilingual Models with Language-Clustered Vocabularies
EMNLP 2020
How Multilingual is Multilingual BERT?
ACL 2019
Part-of-Speech Tagging for Code-Switched, Transliterated Texts without Explicit Language Identification
EMNLP 2018
Automatic Compositor Attribution in the First Folio of Shakespeare
ACL 2017
An Unsupervised Model of Orthographic Variation for Historical Document Transcription
NAACL 2016
A Supertag-Context Model for Weakly-Supervised CCG Parser Learning
CONLL 2015
Unsupervised Code-Switching for Multilingual Historical Document Transcription
NAACL 2015
Weakly-Supervised Bayesian Learning of a CCG Supertagger
CONLL 2014
Real-World Semi-Supervised Learning of POS-Taggers for Low-Resource Languages
ACL 2013
Learning a Part-of-Speech Tagger from Two Hours of Annotation
NAACL 2013
Type-Supervised Hidden Markov Models for Part-of-Speech Tagging with Incomplete Tag Dictionaries
CONLL 2012
Type-Supervised Hidden Markov Models for Part-of-Speech Tagging with Incomplete Tag Dictionaries
EMNLP 2012