Jeffrey Heinz
10 papers · 2008–2024 · 4 venues · across top CS/AI venues
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Achievements
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๐ Interdisciplinary Bridge ยท Silver ๐ Academic Marathon ยท Full ๐ฃ Hot Topic Early Bird ๐ Conference Polyglot ยท Bronze ๐ Renaissance Researcher (5)
๐
Century Club ยท Bronze
๐
Trend Setter
Top co-authors
Research topics
Artificial Intelligence
(2)
Natural Language Processing
(2)
Learning Paradigms
(2)
Computer Science
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Machine Learning
(1)
Mathematics & Optimization
(1)
Applications
(1)
Core Methods
(1)
Foundations
(1)
Learning Types
(1)
Linguistics
(1)
Mathematics
(1)
Understanding
(1)
Keywords
finite-state transducer
(2)
cross-lingual transfer
(1)
sequence classification
(1)
low-resource language
(1)
formal language
(1)
regular language
(1)
finite state machine
(1)
morphological analysis
(1)
computational morphology
(1)
lexical tone
(1)
long-distance dependency
(1)
autosegmental phonology
(1)
neural network
(1)
contextual analysis
(1)
phonological typology
(1)
full reduplication
(1)
autosegmental tier
(1)
transfer learning
(1)
phonological modeling
(1)
Papers
MLRegTest: A Benchmark for the Machine Learning of Regular Languages
JMLR 2024
Finite-state Model of Shupamem Reduplication
ACL 2021
Proceedings of the Workshop on Deep Learning and Formal Languages: Building Bridges
ACL 2019
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection
ACL 2019
Modeling Reduplication with 2-way Finite-State Transducers
EMNLP 2018
Formal and Empirical Grammatical Inference
ACL 2011
Tier-based Strictly Local Constraints for Phonology
ACL 2011
Estimating Strictly Piecewise Distributions
ACL 2010
String Extension Learning
ACL 2010
Improving Word Segmentation by Simultaneously Learning Phonotactics
CoNLL 2008