Daniel Spokoyny
5 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
EMNLP (2)
ACL (1)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
text classification
(2)
numerical reasoning
(2)
language model evaluation
(1)
output distribution
(1)
latent variable model
(1)
latent variable
(1)
language model
(1)
flow-based model
(1)
pretrained transformer
(1)
quantitative reasoning
(1)
masked language modeling
(1)
transformer encoder
(1)
number prediction
(1)
large language model
(1)
climate policy
(1)
contextual encoder
(1)
sustainable development goal
(1)
numerical anomaly detection
(1)
contextual encoding
(1)
correlation detection
(1)
Papers
Aligning Unstructured Paris Agreement Climate Plans with Sustainable Development Goals
ACL 2024
Numerical Correlation in Text
EMNLP 2022
Masked Measurement Prediction: Learning to Jointly Predict Quantities and Units from Textual Context
NAACL 2022
An Empirical Investigation of Contextualized Number Prediction
EMNLP 2020
Lagging Inference Networks and Posterior Collapse in Variational Autoencoders
ICLR 2019