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Supervised Contrastive Learning for Multimodal Unreliable News Detection in COVID-19 Pandemic


Sep 09, 2021
Wenjia Zhang, Lin Gui, Yulan He

* Accepted by the CIKM 2021 

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A Query-Driven Topic Model


Jun 22, 2021
Zheng Fang, Yulan He, Rob Procter

* ACL2021 finding paper. For source code, see https://github.com/Fitz-like-coding/QDTM 

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Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction


Jun 08, 2021
Hanqi Yan, Lin Gui, Gabriele Pergola, Yulan He

* ACL2021 Main Conference Long paper 

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Position Bias Mitigation: A Knowledge-Aware Graph Model for EmotionCause Extraction


Jun 07, 2021
Hanqi Yan, Lin Gui, Gabriele Pergola, Yulan He

* ACL2021 Main Conference Long paper 

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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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Query-Driven Topic Model


May 28, 2021
Zheng Fang, Yulan He, Rob Procter

* ACL2021 finding paper. For source code, see https://github.com/Fitz-like-coding/QDTM 

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Code Structure Guided Transformer for Source Code Summarization


Apr 19, 2021
Shuzheng Gao, Cuiyun Gao, Yulan He, Jichuan Zeng, Lun Yiu Nie, Xin Xia


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Citizen Participation and Machine Learning for a Better Democracy


Feb 28, 2021
M. Arana-Catania, F. A. Van Lier, Rob Procter, Nataliya Tkachenko, Yulan He, Arkaitz Zubiaga, Maria Liakata

* 19 pages, 5 figures, 4 tables, to appear in Digital Government: Research and Practice (DGOV) 

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Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies


Feb 16, 2021
Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He

* EACL 2021 - Short Paper - European Chapter of the Association for Computational Linguistics 

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Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews


Jan 25, 2021
Runcong Zhao, Lin Gui, Gabriele Pergola, Yulan He


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CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering


Nov 01, 2020
Junru Lu, Gabriele Pergola, Lin Gui, Binyang Li, Yulan He

* COLING 2020 

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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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