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A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews

Oct 22, 2020
Gabriele Pergola, Lin Gui, Yulan He

* 12 pages, 4 figures 

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TRU-NET: A Deep Learning Approach to High Resolution Prediction of Rainfall

Aug 20, 2020
Rilwan Adewoyin, Peter Dueben, Peter Watson, Yulan He, Ritabrata Dutta


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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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What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process

Feb 10, 2020
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King

* 12 pages, accepted by The Web Conference 2020 (WWW'20) 

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Topical Phrase Extraction from Clinical Reports by Incorporating both Local and Global Context

Nov 22, 2019
Gabriele Pergola, Yulan He, David Lowe

* The 2nd AAAI Workshop on Health Intelligence, AAAI18 

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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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TDAM: a Topic-Dependent Attention Model for Sentiment Analysis

Aug 18, 2019
Gabriele Pergola, Lin Gui, Yulan He

* Information Processing & Management, 56 (6), 102084, July 2019 

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What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations

Mar 18, 2019
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King

* Accepted in Transactions of the Association for Computational Linguistics 

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ATM:Adversarial-neural Topic Model

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


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A Question Answering Approach to Emotion Cause Extraction

Sep 24, 2017
Lin Gui, Jiannan Hu, Yulan He, Ruifeng Xu, Qin Lu, Jiachen Du

* Accepted by EMNLP 2017 

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