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Item On the Low-density Latent Regions of VAE-based Language Models(2021-07-08) Li, Ruizhe; Peng, Xutan; Lin, Chenghua; Rong, Wenge; Chen, ZhigangItem DrivingBeacon : Driving Behaviour Change Support System Considering Mobile Use and Geo-information(Association for Computational Linguistics, 2022-07-01) Baig, Jawwad; Chen, Guanyi; Lin, Chenghua; Reiter, Ehud; University of Aberdeen.Computing Science; University of Aberdeen.NCS School Administration; University of Aberdeen.Computational Linguistics at AberdeenItem Improving Variational Autoencoder for Text Modelling with Timestep-Wise Regularisation(2020-11-02) Li, Ruizhe; Li, Xiao; Chen, Guanyi; Lin, Chenghua; University of Aberdeen.Computing Science; University of Aberdeen.Computational Linguistics at AberdeenItem Latent Space Factorisation and Manipulation via Matrix Subspace Projection(International Machine Learning Society (IMLS), 2020) Li, Xiao; Lin, Chenghua; Li, Ruizhe; Wang, Chaozheng; Guerin, Frank; Daume, Hal; Singh, Aarti; University of Aberdeen.Computing ScienceItem A Stable Variational Autoencoder for Text Modelling(2019-11-13) Li, Ruizhe; Li, Xiao; Lin, Chenghua; Collinson, Matthew; Mao, Rui; University of Aberdeen.Computing Science; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computational Linguistics at Aberdeen; University of Aberdeen.Cybersecurity and PrivacyItem On the Latent Holes of VAEs for Text Generation(2021-10-07) Li, Ruizhe; Peng, Xutan; Lin, Chenghua; University of Aberdeen.Computing Science; University of Aberdeen.Computational Linguistics at AberdeenItem Latent Space Factorisation and Manipulation via Matrix Subspace Projection(2020-07) Li, Xiao; Lin, Chenghua; Li, Ruizhe; Wang, Chaozheng; Guerin, Frank; University of Aberdeen.Computing Science; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computational Linguistics at AberdeenItem A Unified Latent Variable Model for Contrastive Opinion Mining(2020-04) Ibeke, Ebuka; Lin, Chenghua; Wyner, Adam; Barawi, Mohamad Hardyman; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing ScienceItem End-to-End Sequential Metaphor Identification Inspired by Linguistic Theories(2019-07) Mao, Rui; Lin, Chenghua; Guerin, Frank; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing ScienceItem A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification(Association for Computational Linguistics, 2019-11) Li, Ruizhe; Lin, Chenghua; Collinson, Matthew; Li, Xiao; Chen, Guanyi; Bansal, Mohit; Villavicencio, Aline; University of Aberdeen.Computing Science; University of Aberdeen.Computational Linguistics at Aberdeen; University of Aberdeen.Cybersecurity and Privacy; University of Aberdeen.Natural & Computing Sciences