Nils Hammerla
6 papers · 2019–2020 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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Keyword Champion
(2)
Venues
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Research topics
Machine Learning
(6)
Core Methods
(5)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Mathematics
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Applications
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Core AI
(1)
Learning Types
(1)
Resources & Methods
(1)
Keywords
semantic similarity
(4)
word embedding
(3)
correlation coefficient
(2)
mutual information
(1)
reproducing kernel hilbert space
(1)
statistical estimation
(1)
bayesian model comparison
(1)
generative model
(1)
latent variable model
(1)
pearson correlation
(1)
electronic health record
(1)
cosine similarity
(1)
sentence embedding
(1)
information criterion
(1)
continuous data
(1)
word representation
(1)
multilingual embedding
(1)
semantic textual similarity
(1)
embedding representation
(1)
centered kernel alignment
(1)
Papers
Biomedical Concept Relatedness β A large EHR-based benchmark
COLING 2020
Estimating Mutual Information Between Dense Word Embeddings
ACL 2020
Correlation Coefficients and Semantic Textual Similarity
NAACL 2019
Correlations between Word Vector Sets
EMNLP 2019
Model Comparison for Semantic Grouping
ICML 2019
Multilingual Factor Analysis
ACL 2019