Mike Izbicki
6 papers · 2015–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (8) π Cross-Pollinator (12) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(18)
π£
Hot Topic Early Bird
Conferences
COLING (2)
EMNLP (2)
AISTATS (1)
ICML (1)
Keywords
representation learning
(2)
contrastive learning
(1)
few-shot learning
(1)
sentiment analysis
(1)
self-supervised learning
(1)
multilingual nlp
(1)
cross-lingual transfer
(1)
information retrieval
(1)
text representation
(1)
nearest neighbor
(1)
generalization error
(1)
multi-class classification
(1)
hyperparameter tuning
(1)
semantic similarity
(1)
low-resource language
(1)
parallel algorithm
(1)
metric space
(1)
document embedding
(1)
word embedding
(1)
tree loss
(1)
Papers
DocSplit: Simple Contrastive Pretraining for Large Document Embeddings
EMNLP 2023
The Tree Loss: Improving Generalization with Many Classes
AISTATS 2022
Aligning Word Vectors on Low-Resource Languages with Wiktionary
COLING 2022
Multilingual Emoticon Prediction of Tweets about COVID-19
COLING 2020
Evaluating Word Embeddings on Low-Resource Languages
EMNLP 2020
Faster cover trees
ICML 2015