Laura Dietz
6 papers · 2009–2021 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (12)
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Hot Topic Early Bird
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Cross-Pollinator
(15)
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Trend Setter
Conferences
NAACL (2)
ACL (1)
IJCNLP (1)
NIPS (1)
SEMEVAL (1)
Top co-authors
Keywords
representation learning
(2)
named entity recognition
(2)
triplet loss
(2)
bert model
(2)
text clustering
(2)
metric learning
(2)
bug localization
(1)
software debugging
(1)
closed-form solution
(1)
graphical model
(1)
convolutional neural network
(1)
execution trace
(1)
bert embedding
(1)
clustering metric
(1)
contextual word embedding
(1)
elmo embedding
(1)
toponym detection
(1)
toponym resolution
(1)
bert-based embedding
(1)
neural network architecture
(1)
Papers
Learn The Big Picture: Representation Learning for Clustering
ACL 2021
Learn The Big Picture: Representation Learning for Clustering
IJCNLP 2021
Proceedings of the Workshop on Extracting Structured Knowledge from Scientific Publications
NAACL 2019
An Analysis of Deep Contextual Word Embeddings and Neural Architectures for Toponym Mention Detection in Scientific Publications
NAACL 2019
UNH at SemEval-2019 Task 12: Toponym Resolution in Scientific Papers
SEMEVAL 2019
Localizing Bugs in Program Executions with Graphical Models
NIPS 2009