Zhe Dong
6 papers · 2020–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (13) π Renaissance Researcher (6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(21)
π
Trend Setter
Conferences
NIPS (2)
ACL (1)
EMNLP (1)
ICML (1)
NAACL (1)
Top co-authors
Research topics
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
NIPS 2021
DisARM: An Antithetic Gradient Estimator for Binary Latent Variables
NIPS 2020
Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems
ICML 2020