Changwei Hu
10 papers · 2014–2021 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (7) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (26)
π
Conference Polyglot
(5)
πΊοΈ
Taxonomy Completionist
(26)
π§
Keyword Pioneer
π
Trend Setter
π
Century Club
(10)
ποΈ
Keyword Collector
(51)
Conferences
EMNLP (4)
AISTATS (3)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
gibbs sampling
(3)
bayesian inference
(2)
link prediction
(2)
probabilistic modeling
(2)
text classification
(2)
topic model
(2)
laplace approximation
(1)
expectation maximization
(1)
matrix factorization
(1)
content moderation
(1)
knowledge graph
(1)
adversarial training
(1)
toxicity detection
(1)
masked language model
(1)
label embedding
(1)
posterior inference
(1)
hierarchical structure
(1)
knowledge base completion
(1)
topic modeling
(1)
variational inference
(1)
Papers
BERT-Beta: A Proactive Probabilistic Approach to Text Moderation
EMNLP 2021
TNT: Text Normalization based Pre-training of Transformers for Content Moderation
EMNLP 2020
HABERTOR: An Efficient and Effective Deep Hatespeech Detector
EMNLP 2020
Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference
EMNLP 2020
Deep Generative Models for Relational Data with Side Information
ICML 2017
Topic-Based Embeddings for Learning from Large Knowledge Graphs
AISTATS 2016
Non-negative Matrix Factorization for Discrete Data with Hierarchical Side-Information
AISTATS 2016
Scalable Probabilistic Tensor Factorization for Binary and Count Data
IJCAI 2015
Large-Scale Bayesian Multi-Label Learning via Topic-Based Label Embeddings
NIPS 2015
Latent Gaussian Models for Topic Modeling
AISTATS 2014