Arya D. McCarthy
27 papers · 2018–2025 · 7 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (50) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Prolific Year · Productive
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Unstoppable · Bronze
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Century Club · Bronze
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Research topics
Machine Learning
(14)
Natural Language Processing
(14)
Applications
(9)
Artificial Intelligence
(8)
Interdisciplinary
(8)
Resources & Methods
(8)
Linguistics
(7)
Core Methods
(6)
Learning Paradigms
(5)
Learning Types
(5)
Deep Learning
(4)
Core AI
(4)
Optimization & Theory
(4)
Understanding
(4)
Mathematics & Optimization
(2)
Keywords
low-resource language
(4)
neural machine translation
(3)
morphological analysis
(3)
word embedding
(3)
mutual information
(3)
transfer learning
(2)
pre-trained model
(2)
unsupervised learning
(2)
probabilistic modeling
(2)
sentiment analysis
(2)
computational linguistics
(2)
cross-lingual transfer
(2)
machine translation
(2)
multilingual nlp
(2)
domain adaptation
(2)
text analysis
(2)
topic modeling
(2)
information theory
(2)
news analysis
(2)
inflectional morphology
(2)
Papers
LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain
NAACL 2025
Meeting the Needs of Low-Resource Languages: The Value of Automatic Alignments via Pretrained Models
EACL 2023
Theory-Grounded Computational Text Analysis
ACL 2023
The SIGMORPHON 2022 Shared Task on Cross-lingual and Low-Resource Grapheme-to-Phoneme Conversion
ACL 2023
A Major Obstacle for NLP Research: Let’s Talk about Time Allocation!
EMNLP 2022
Deciphering and Characterizing Out-of-Vocabulary Words for Morphologically Rich Languages
COLING 2022
On the Uncomputability of Partition Functions in Energy-Based Sequence Models
ICLR 2022
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation?
ACL 2022
A Mixed-Methods Analysis of Western and Hong Kong–based Reporting on the 2019–2020 Protests
EMNLP 2021
Characterizing News Portrayal of Civil Unrest in Hong Kong, 1998–2020
ACL 2021
Findings of the SIGMORPHON 2021 Shared Task on Unsupervised Morphological Paradigm Clustering
ACL 2021
Jump-Starting Item Parameters for Adaptive Language Tests
EMNLP 2021
Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation
ACL 2020
Measuring the Similarity of Grammatical Gender Systems by Comparing Partitions
EMNLP 2020
Neural Transduction for Multilingual Lexical Translation
COLING 2020
Predicting Declension Class from Form and Meaning
ACL 2020
The human unlikeness of neural language models in next-word prediction
ACL 2020
The JHU Submission to the 2020 Duolingo Shared Task on Simultaneous Translation and Paraphrase for Language Education
ACL 2020
The SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion
ACL 2020
Meaning to Form: Measuring Systematicity as Information
ACL 2019
Modeling Color Terminology Across Thousands of Languages
EMNLP 2019
Proceedings of TyP-NLP: The First Workshop on Typology for Polyglot NLP
ACL 2019
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection
ACL 2019
Weird Inflects but OK: Making Sense of Morphological Generation Errors
CoNLL 2019
Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation
EMNLP 2018
Marrying Universal Dependencies and Universal Morphology
EMNLP 2018
The CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection
CoNLL 2018