Sabrina J. Mielke
13 papers · 2018–2021 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (37) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 👥 Mega-Team · Legion
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Mega-Team · Legion
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Dynamic Duo
(11)
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Renaissance Researcher
(5)
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The Questioner
(3)
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Conference Pioneer
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Century Club · Bronze
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Trend Setter
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Keyword Collector
(64)
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Research topics
Natural Language Processing
(9)
Deep Learning
(8)
Machine Learning
(7)
Applications
(5)
Artificial Intelligence
(4)
Architectures
(4)
Core Methods
(4)
Resources & Methods
(4)
Interdisciplinary
(3)
Mathematics & Optimization
(3)
Generation
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Linguistics
(3)
Models
(3)
Keywords
neural network
(4)
low-resource language
(3)
morphological inflection
(3)
language modeling
(2)
recurrent neural network
(2)
cross-lingual transfer
(2)
data augmentation
(2)
multilingual nlp
(2)
morphological complexity
(2)
word embedding
(2)
morphological analysis
(2)
expectation maximization
(1)
natural language processing
(1)
feature correlation
(1)
neural machine translation
(1)
transfer learning
(1)
dimensionality reduction
(1)
topic modeling
(1)
latent variable model
(1)
variational inference
(1)
Papers
SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages
ACL 2021
It’s Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information
ACL 2020
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection
ACL 2020
SIGTYP 2020 Shared Task: Prediction of Typological Features
EMNLP 2020
Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too!
EMNLP 2020
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology
ACL 2019
Spell Once, Summon Anywhere: A Two-Level Open-Vocabulary Language Model
AAAI 2019
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection
ACL 2019
What Kind of Language Is Hard to Language-Model?
ACL 2019
Are All Languages Equally Hard to Language-Model?
NAACL 2018
A Structured Variational Autoencoder for Contextual Morphological Inflection
ACL 2018
The CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection
CoNLL 2018
Unsupervised Disambiguation of Syncretism in Inflected Lexicons
NAACL 2018