Xuemeng Hu
4 papers · 2020–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
neural topic model
(4)
adversarial training
(2)
topic modeling
(2)
document clustering
(1)
graph convolution
(1)
dirichlet prior
(1)
external knowledge
(1)
text clustering
(1)
topic extraction
(1)
latent topic
(1)
graph neural network
(1)
cycle-consistent training
(1)
bidirectional adversarial
(1)
document encoder
(1)
document relationship graph
(1)
text representation
(1)
document representation
(1)
Papers
Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge
ACL 2022
Neural Topic Modeling by Incorporating Document Relationship Graph
EMNLP 2020
Neural Topic Modeling with Bidirectional Adversarial Training
ACL 2020
Neural Topic Modeling with Cycle-Consistent Adversarial Training
EMNLP 2020