Jonathan Dunn
13 papers · 2014–2024 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (19) π Academic Marathon Β· Half π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β
The Questioner
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(54)
Top co-authors
Research topics
Machine Learning
(9)
Core Methods
(5)
Computer Science
(4)
Interdisciplinary
(4)
Natural Language Processing
(4)
Applications Β· Computer Science
(4)
Learning Types
(4)
Linguistics
(4)
Resources & Methods
(3)
Cognitive Science
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Application Areas
(1)
Applications Β· Natural Language Processing
(1)
Keywords
grammar induction
(4)
construction grammar
(3)
dialect classification
(3)
computational linguistics
(2)
language identification
(2)
natural language processing
(2)
dialect variation
(2)
language acquisition
(2)
minimum description length
(1)
outlier detection
(1)
text classification
(1)
corpus creation
(1)
corpus linguistics
(1)
model evaluation
(1)
pre-trained language model
(1)
web corpus
(1)
temporal analysis
(1)
word embedding
(1)
similarity measure
(1)
language variation
(1)
Papers
Geographically-Informed Language Identification
COLING 2024
How Well Do Tweets Represent Sub-Dialects of Egyptian Arabic?
NAACL 2024
Pre-Trained Language Models Represent Some Geographic Populations Better than Others
COLING 2024
Validating and Exploring Large Geographic Corpora
COLING 2024
Variation and Instability in Dialect-Based Embedding Spaces
EACL 2023
Stability of Syntactic Dialect Classification over Space and Time
COLING 2022
Learned Construction Grammars Converge Across Registers Given Increased Exposure
CoNLL 2021
Production vs Perception: The Role of Individuality in Usage-Based Grammar Induction
NAACL 2021
Representations of Language Varieties Are Reliable Given Corpus Similarity Measures
EACL 2021
Measuring Linguistic Diversity During COVID-19
EMNLP 2020
Frequency vs. Association for Constraint Selection in Usage-Based Construction Grammar
NAACL 2019
Modeling Global Syntactic Variation in English Using Dialect Classification
NAACL 2019
Measuring metaphoricity
ACL 2014