Gayatri Bhat
4 papers · 2018–2021 · 3 venues · across top CS/AI venues
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Machine Learning
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Deep Learning
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Natural Language Processing
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Artificial Intelligence
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Core AI
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Interdisciplinary
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Learning Types · Deep Learning
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Learning Types · Machine Learning
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Linguistics
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Keywords
representation learning
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transfer learning
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embedding space
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curriculum learning
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neural machine translation
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language modeling
(1)
synthetic data generation
(1)
hierarchical model
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recurrent neural network
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synthetic data
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conditional random field
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word embedding
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margin-based loss
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morphological analysis
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hierarchical encoder
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code-mixed language
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linguistic theory
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von mises-fisher distribution
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training curriculum
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multilingual transfer
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Papers
Hierarchical Encoders for Modeling and Interpreting Screenplays
NAACL 2021
A Margin-based Loss with Synthetic Negative Samples for Continuous-output Machine Translation
EMNLP 2019
CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology
ACL 2019
Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic Data
ACL 2018