Arya D. McCarthy
30 papers · 2018–2025 · 8 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (11) ๐ Interdisciplinary Bridge ๐ Academic Marathon (7) ๐ Conference Polyglot (8) ๐ Renaissance Researcher (8)
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Academic Marathon
(7)
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Interdisciplinary Bridge
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Cross-Pollinator
(11)
๐ฅ
Unstoppable
(6)
โก
Prolific Year
(6)
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Century Club
(30)
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The Questioner
๐๏ธ
Keyword Collector
(122)
Conferences
ACL (13)
EMNLP (7)
IJCNLP (3)
COLING (2)
CONLL (2)
EACL (1)
ICLR (1)
NAACL (1)
Top co-authors
Research topics
Keywords
word embedding
(4)
low-resource language
(4)
mutual information
(3)
topic modeling
(3)
computational linguistics
(3)
unsupervised learning
(3)
morphological analysis
(3)
sentiment analysis
(3)
neural machine translation
(3)
transfer learning
(2)
machine translation
(2)
adaptor grammars
(2)
multilingual nlp
(2)
domain adaptation
(2)
text classification
(2)
information theory
(2)
news analysis
(2)
text analysis
(2)
natural language processing
(2)
cross-lingual transfer
(2)
Papers
LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain
NAACL 2025
Theory-Grounded Computational Text Analysis
ACL 2023
The SIGMORPHON 2022 Shared Task on Cross-lingual and Low-Resource Grapheme-to-Phoneme Conversion
ACL 2023
Meeting the Needs of Low-Resource Languages: The Value of Automatic Alignments via Pretrained Models
EACL 2023
On the Uncomputability of Partition Functions in Energy-Based Sequence Models
ICLR 2022
A Major Obstacle for NLP Research: Letโs Talk about Time Allocation!
EMNLP 2022
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation?
ACL 2022
Deciphering and Characterizing Out-of-Vocabulary Words for Morphologically Rich Languages
COLING 2022
Characterizing News Portrayal of Civil Unrest in Hong Kong, 1998โ2020
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
Characterizing News Portrayal of Civil Unrest in Hong Kong, 1998โ2020
IJCNLP 2021
A Mixed-Methods Analysis of Western and Hong Kongโbased Reporting on the 2019โ2020 Protests
EMNLP 2021
Findings of the SIGMORPHON 2021 Shared Task on Unsupervised Morphological Paradigm Clustering
IJCNLP 2021
Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation
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
The human unlikeness of neural language models in next-word prediction
ACL 2020
Neural Transduction for Multilingual Lexical Translation
COLING 2020
Predicting Declension Class from Form and Meaning
ACL 2020
Measuring the Similarity of Grammatical Gender Systems by Comparing Partitions
EMNLP 2020
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection
ACL 2019
Meaning to Form: Measuring Systematicity as Information
ACL 2019
Proceedings of TyP-NLP: The First Workshop on Typology for Polyglot NLP
ACL 2019
Weird Inflects but OK: Making Sense of Morphological Generation Errors
CONLL 2019
Modeling Color Terminology Across Thousands of Languages
EMNLP 2019
Modeling Color Terminology Across Thousands of Languages
IJCNLP 2019
Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation
EMNLP 2018
Marrying Universal Dependencies and Universal Morphology
EMNLP 2018
The CoNLLโSIGMORPHON 2018 Shared Task: Universal Morphological Reinflection
CONLL 2018