Garrett Nicolai
34 papers · 2014–2024 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (46) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Conference Loyalist
(20)
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Dynamic Duo
(17)
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Mega-Team · Legion
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Topic Evolution
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The Questioner
(2)
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Unstoppable · Silver
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Century Club · Bronze
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Prolific Year · Productive
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Renaissance Researcher
(6)
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Keyword Collector
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Research topics
Machine Learning
(16)
Natural Language Processing
(14)
Learning Types · Machine Learning
(10)
Deep Learning
(9)
Artificial Intelligence
(8)
Interdisciplinary
(8)
Applications
(8)
Core Methods
(8)
Linguistics
(8)
Resources & Methods
(7)
Understanding
(6)
Architectures
(5)
Core AI
(5)
Learning Paradigms
(4)
Learning Types · Deep Learning
(4)
Keywords
low-resource language
(9)
unsupervised learning
(6)
morphological inflection
(6)
morphological analysis
(5)
neural network
(4)
cross-lingual transfer
(3)
raw text corpus
(2)
under-resourced language
(2)
transformer model
(2)
morphological reinflection
(2)
transformer architecture
(2)
language documentation
(2)
machine translation
(2)
string transduction
(2)
multilingual nlp
(2)
multilingual model
(2)
language model
(2)
sequence-to-sequence model
(2)
paradigm completion
(2)
interlinear glossing
(2)
Papers
Multiple Sources are Better Than One: Incorporating External Knowledge in Low-Resource Glossing
EMNLP 2024
An Investigation of Noise in Morphological Inflection
ACL 2023
Findings of the SIGMORPHON 2023 Shared Task on Interlinear Glossing
ACL 2023
Glossy Bytes: Neural Glossing using Subword Encoding
ACL 2023
SIGMORPHON–UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection
ACL 2023
Dim Wihl Gat Tun: The Case for Linguistic Expertise in NLP for Under-Documented Languages
ACL 2022
Generalizing Morphological Inflection Systems to Unseen Lemmas
NAACL 2022
Impact of Sequence Length and Copying on Clause-Level Inflection
EMNLP 2022
Morphological Processing of Low-Resource Languages: Where We Are and What’s Next
ACL 2022
Penalizing Divergence: Multi-Parallel Translation for Low-Resource Languages of North America
COLING 2022
An FST morphological analyzer for the Gitksan language
ACL 2021
Do RNN States Encode Abstract Phonological Alternations?
NAACL 2021
Findings of the SIGMORPHON 2021 Shared Task on Unsupervised Morphological Paradigm Clustering
ACL 2021
Linguistic Knowledge in Multilingual Grapheme-to-Phoneme Conversion
ACL 2021
SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages
ACL 2021
Unsupervised Paradigm Clustering Using Transformation Rules
ACL 2021
Cross-Linguistic Syntactic Evaluation of Word Prediction Models
ACL 2020
Induced Inflection-Set Keyword Search in Speech
ACL 2020
Noise Isn’t Always Negative: Countering Exposure Bias in Sequence-to-Sequence Inflection Models
COLING 2020
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection
ACL 2020
The SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion
ACL 2020
Learning Morphosyntactic Analyzers from the Bible via Iterative Annotation Projection across 26 Languages
ACL 2019
Proceedings of the 16th Workshop on Computational Research in Phonetics, Phonology, and Morphology
ACL 2019
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection
ACL 2019
Proceedings of the Fifteenth Workshop on Computational Research in Phonetics, Phonology, and Morphology
EMNLP 2018
String Transduction with Target Language Models and Insertion Handling
EMNLP 2018
The CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection
CoNLL 2018
Bootstrapping Unsupervised Bilingual Lexicon Induction
EACL 2017
If you can’t beat them, join them: the University of Alberta system description
CoNLL 2017
Morphological Analysis without Expert Annotation
EACL 2017
Leveraging Inflection Tables for Stemming and Lemmatization.
ACL 2016
English orthography is not “close to optimal”
NAACL 2015
Inflection Generation as Discriminative String Transduction
NAACL 2015
Does the Phonology of L1 Show Up in L2 Texts?
ACL 2014