Zhe Dong
6 papers · 2020–2023 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(6)
Core Methods
(5)
Natural Language Processing
(3)
Models
(3)
Applications · Natural Language Processing
(2)
Bayesian & Probabilistic
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Applications · Data Science & Analytics
(1)
Core AI
(1)
Keywords
variational inference
(3)
gradient estimator
(2)
variance reduction
(2)
question answering
(2)
discrete latent variable
(2)
dual encoder
(2)
information retrieval
(2)
semantic matching
(1)
importance sampling
(1)
parameter sharing
(1)
knowledge graph
(1)
generative model
(1)
language model
(1)
text embedding
(1)
continuous latent variable
(1)
categorical variable
(1)
time series segmentation
(1)
reparameterization trick
(1)
antithetic sampling
(1)
binary latent variable
(1)
Papers
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives
ACL 2023
Exploring Dual Encoder Architectures for Question Answering
EMNLP 2022
SKILL: Structured Knowledge Infusion for Large Language Models
NAACL 2022
Coupled Gradient Estimators for Discrete Latent Variables
NeurIPS 2021
Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems
ICML 2020
DisARM: An Antithetic Gradient Estimator for Binary Latent Variables
NeurIPS 2020