Zach Wood-Doughty
9 papers
· 2018–2025
· 4 conferences
· across top CS/AI conferences
Achievements
π
Cross-Pollinator
(14)
π
Academic Marathon
(7)
π
Conference Polyglot
(4)
π
Renaissance Researcher
(8)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(24)
π§
Keyword Pioneer
π₯
Unstoppable
(5)
Conferences
NAACL (5)
EMNLP (2)
ACL (1)
JMLR (1)
Top co-authors
Keywords
text classification
(5)
demographic inference
(2)
convolutional neural network
(2)
knowledge distillation
(1)
explainable ai
(1)
sequence classification
(1)
causal effect estimation
(1)
confounding adjustment
(1)
topic model
(1)
recurrent neural network
(1)
unobserved confounder
(1)
latent factor
(1)
evaluation metric
(1)
observational datum
(1)
demographic prediction
(1)
causal identification
(1)
model interpretability
(1)
text datum
(1)
faithful explanation
(1)
social media analysis
(1)
Papers
Reliability of Topic Modeling
NAACL 2025
The Proximal ID Algorithm
JMLR 2023