Mike Izbicki
6 papers · 2015–2023 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
📈
Trend Setter
Venues
Research topics
Machine Learning
(5)
Natural Language Processing
(4)
Resources & Methods
(4)
Core Methods
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Techniques
(1)
Keywords
low-resource language
(2)
representation learning
(2)
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)
parallel algorithm
(1)
metric space
(1)
document embedding
(1)
word embedding
(1)
tree loss
(1)
cross entropy
(1)
Papers
DocSplit: Simple Contrastive Pretraining for Large Document Embeddings
EMNLP 2023
Aligning Word Vectors on Low-Resource Languages with Wiktionary
COLING 2022
The Tree Loss: Improving Generalization with Many Classes
AISTATS 2022
Evaluating Word Embeddings on Low-Resource Languages
EMNLP 2020
Multilingual Emoticon Prediction of Tweets about COVID-19
COLING 2020
Faster cover trees
ICML 2015