Ning Miao
9 papers · 2019–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Academic Marathon (5)
π
Cross-Pollinator
(13)
π
Conference Polyglot
(6)
π
Academic Marathon
(5)
π
Grand Slam
π
Trend Setter
π
Conference Pioneer
β
The Questioner
Conferences
ACL (2)
ICLR (2)
ICML (2)
AAAI (1)
AISTATS (1)
NIPS (1)
Top co-authors
Research topics
Keywords
text generation
(5)
metropolis-hastings sampling
(2)
bayesian inference
(1)
text classification
(1)
markov chain monte carlo
(1)
self-supervised learning
(1)
natural language generation
(1)
exponential family
(1)
variational autoencoder
(1)
kernel learning
(1)
data augmentation
(1)
maximum likelihood
(1)
probability distribution
(1)
density ratio estimation
(1)
natural language processing
(1)
maximum likelihood estimation
(1)
autoregressive model
(1)
latent variable
(1)
transfer learning
(1)
representation learning
(1)
Papers
SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning
ICLR 2024
Learning Instance-Specific Augmentations by Capturing Local Invariances
ICML 2023
On Incorporating Inductive Biases into VAEs
ICLR 2022
Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation
AISTATS 2020
Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods
ACL 2020
Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation
ICML 2020
Generating Fluent Adversarial Examples for Natural Languages
ACL 2019
CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling
AAAI 2019
Kernelized Bayesian Softmax for Text Generation
NIPS 2019