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Generating Descriptions for Sequential Images with Local-Object Attention and Global Semantic Context Modelling

Dec 02, 2020
Jing Su, Chenghua Lin, Mian Zhou, Qingyun Dai, Haoyu Lv

* Accepted by INLG 2018 

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Improving Variational Autoencoder for Text Modelling with Timestep-Wise Regularisation

Nov 03, 2020
Ruizhe Li, Xiao Li, Guanyi Chen, Chenghua Lin

* Accepted by COLING 2020, final camera ready version 

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DGST: a Dual-Generator Network for Text Style Transfer

Oct 27, 2020
Xiao Li, Guanyi Chen, Chenghua Lin, Ruizhe Li

* Accepted by EMNLP 2020, camera ready version 

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A Text Reassembling Approach to Natural Language Generation

May 22, 2020
Xiao Li, Kees van Deemter, Chenghua Lin


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A Text Reassembling Approach to NaturalLanguage Generation

May 16, 2020
Xiao Li, Kees van Deemter, Chenghua Lin


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Dialogue State Tracking with Pretrained Encoder for Multi-domain Trask-oriented Dialogue Systems

Apr 22, 2020
Dingmin Wang, Chenghua Lin, Li Zhong, Kam-Fai Wong


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Revisiting the linearity in cross-lingual embedding mappings: from a perspective of word analogies

Apr 02, 2020
Xutan Peng, Chenghua Lin, Mark Stevenson, Chen li

* Comments welcome! 

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A Stable Variational Autoencoder for Text Modelling

Nov 13, 2019
Ruizhe Li, Xiao Li, Chenghua Lin, Matthew Collinson, Rui Mao

* Accepted by INLG 2019 

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Deep Ensemble Learning for News Stance Detection

Sep 13, 2019
Wenjun Liao, Chenghua Lin

* Poster presenataion of 5th IC2S2 in University of Amsterdam 

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Latent Space Factorisation and Manipulation via Matrix Subspace Projection

Jul 26, 2019
Xiao Li, Chenghua Lin, Chaozheng Wang, Frank Guerin


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A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification

Oct 22, 2018
Ruizhe Li, Chenghua Lin, Matthew Collinson, Xiao Li, Guanyi Chen

* 8 pages, 5 figures 

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