Xiaofang Zhao
7 papers · 2019–2021 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(6)
Generation
(6)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
dialogue generation
(4)
neural dialogue generation
(2)
neural network
(2)
response generation
(2)
self-supervised learning
(1)
knowledge transfer
(1)
data augmentation
(1)
adaptive learning
(1)
semantic representation
(1)
mutual information
(1)
maximum likelihood estimation
(1)
user modeling
(1)
latent variable
(1)
sequential recommendation
(1)
instance weighting
(1)
unpaired data
(1)
representation consistency
(1)
dialogue system
(1)
neural dialogue system
(1)
text similarity
(1)
Papers
Constructing Emotional Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation
EMNLP 2021
Improving Sequential Recommendation Consistency with Self-Supervised Imitation
IJCAI 2021
Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight
ACL 2020
Exemplar Guided Neural Dialogue Generation
IJCAI 2020
Group-wise Contrastive Learning for Neural Dialogue Generation
EMNLP 2020
Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation
AAAI 2020
Adaptive Parameterization for Neural Dialogue Generation
EMNLP 2019