Daniel Spokoyny
5 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
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Research topics
Natural Language Processing
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Applications
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Learning Types · Machine Learning
(3)
Deep Learning
(2)
Core AI
(2)
Core Methods
(2)
Models
(2)
Resources & Methods
(2)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Understanding
(1)
Keywords
latent variable
(2)
text classification
(2)
numerical reasoning
(2)
language model evaluation
(1)
mutual information
(1)
output distribution
(1)
latent variable model
(1)
variational autoencoder
(1)
language model
(1)
flow-based model
(1)
quantitative reasoning
(1)
masked language modeling
(1)
inference network
(1)
posterior collapse
(1)
transformer encoder
(1)
pre-trained transformer
(1)
number prediction
(1)
large language model
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climate policy
(1)
contextual encoder
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Papers
Aligning Unstructured Paris Agreement Climate Plans with Sustainable Development Goals
ACL 2024
Masked Measurement Prediction: Learning to Jointly Predict Quantities and Units from Textual Context
NAACL 2022
Numerical Correlation in Text
EMNLP 2022
An Empirical Investigation of Contextualized Number Prediction
EMNLP 2020
Lagging Inference Networks and Posterior Collapse in Variational Autoencoders
ICLR 2019