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Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification


Jun 02, 2021
Jiasheng Si, Deyu Zhou, Tongzhe Li, Xingyu Shi, Yulan He

* Accepted by ACL2021 

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Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection


Jun 02, 2021
Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou, Yulan He


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Variational Gaussian Topic Model with Invertible Neural Projections


May 21, 2021
Rui Wang, Deyu Zhou, Yuxuan Xiong, Haiping Huang


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Neural Topic Modeling by Incorporating Document Relationship Graph


Sep 29, 2020
Deyu Zhou, Xuemeng Hu, Rui Wang

* Accepted by EMNLP 2020 

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Neural Topic Modeling with Cycle-Consistent Adversarial Training


Sep 29, 2020
Xuemeng Hu, Rui Wang, Deyu Zhou, Yuxuan Xiong

* Accepted by EMNLP 2020 

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A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings


Aug 11, 2020
Lixing Zhu, Yulan He, Deyu Zhou


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Neural Temporal Opinion Modelling for Opinion Prediction on Twitter


May 27, 2020
Lixing Zhu, Yulan He, Deyu Zhou

* To appear at ACL2020 

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Neural Topic Modeling with Bidirectional Adversarial Training


Apr 26, 2020
Rui Wang, Xuemeng Hu, Deyu Zhou, Yulan He, Yuxuan Xiong, Chenchen Ye, Haiyang Xu

* To appear at ACL2020 

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Variational Conditional GAN for Fine-grained Controllable Image Generation


Sep 22, 2019
Mingqi Hu, Deyu Zhou, Yulan He

* Accepted at the 11th Asian Conference on Machine Learning (ACML 2019) 

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Open Event Extraction from Online Text using a Generative Adversarial Network


Aug 25, 2019
Rui Wang, Deyu Zhou, Yulan He

* Accepted by EMNLP-IJCNLP 2019 

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ATM:Adversarial-neural Topic Model


Nov 01, 2018
Rui Wang, Deyu Zhou, Yulan He


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