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Mark Stevenson

University of Sheffield, UK

Cross-Lingual Word Embedding Refinement by $\ell_{1}$ Norm Optimisation


Apr 11, 2021
Xutan Peng, Chenghua Lin, Mark Stevenson

* To appear at NAACL 2021 

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Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis


Apr 10, 2021
Xutan Peng, Guanyi Chen, Chenghua Lin, Mark Stevenson

* To appear at NAACL 2021 

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UserReg: A Simple but Strong Model for Rating Prediction


Feb 15, 2021
Haiyang Zhang, Ivan Ganchev, Nikola S. Nikolov, Mark Stevenson

* Accepted at ICASSP 2021 

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Identifying safe intersection design through unsupervised feature extraction from satellite imagery


Oct 29, 2020
Jasper S. Wijnands, Haifeng Zhao, Kerry A. Nice, Jason Thompson, Katherine Scully, Jingqiu Guo, Mark Stevenson

* 16 pages, 10 figures. Computer-Aided Civil and Infrastructure Engineering (2020) 

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Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base Pairs


Oct 27, 2020
Haiyang Zhang, Alison Sneyd, Mark Stevenson

* Accepted at AACL-IJCNLP 2020 

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Robustness and Reliability of Gender Bias Assessment in WordEmbeddings: The Role of Base Pairs


Oct 06, 2020
Haiyang Zhang, Alison Sneyd, Mark Stevenson

* Accepted at AACL-IJCNLP 2020 

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Transformers Are Better Than Humans at Identifying Generated Text


Sep 29, 2020
Antonis Maronikolakis, Mark Stevenson, Hinrich Schutze


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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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Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks


Oct 15, 2019
Jasper S. Wijnands, Jason Thompson, Kerry A. Nice, Gideon D. P. A. Aschwanden, Mark Stevenson

* Neural Computing and Applications (2019) 
* 13 pages, 2 figures, 'Online First' version. For associated mp4 files, see journal website 

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The 'Paris-end' of town? Urban typology through machine learning


Oct 08, 2019
Kerry A. Nice, Jason Thompson, Jasper S. Wijnands, Gideon D. P. A. Aschwanden, Mark Stevenson


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Sky pixel detection in outdoor imagery using an adaptive algorithm and machine learning


Oct 08, 2019
Kerry A. Nice, Jasper S. Wijnands, Ariane Middel, Jingcheng Wang, Yiming Qiu, Nan Zhao, Jason Thompson, Gideon D. P. A. Aschwanden, Haifeng Zhao, Mark Stevenson


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Streetscape augmentation using generative adversarial networks: insights related to health and wellbeing


May 14, 2019
Jasper S. Wijnands, Kerry A. Nice, Jason Thompson, Haifeng Zhao, Mark Stevenson

* 20 pages, 8 figures. Preprint accepted for publication in Sustainable Cities and Society 

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Re-Ranking Words to Improve Interpretability of Automatically Generated Topics


Mar 29, 2019
Areej Alokaili, Nikolaos Aletras, Mark Stevenson

* Paper accepted for publication at IWCS 2019 

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Improving distant supervision using inference learning


Sep 12, 2015
Roland Roller, Eneko Agirre, Aitor Soroa, Mark Stevenson

* In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) 

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Word Sense Disambiguation using Optimised Combinations of Knowledge Sources


Jun 22, 1998
Yorick Wilks, Mark Stevenson

* 7 pages, uses colacl.sty. To appear in the Proceedings of COLING-ACL '98 

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Sense Tagging: Semantic Tagging with a Lexicon


May 29, 1997
Yorick Wilks, Mark Stevenson

* 6 pages, uses aclap LaTeX style file. Also in Proceedings of the SIGLEX Workshop "Tagging Text with Lexical Semantics" 

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The Grammar of Sense: Is word-sense tagging much more than part-of-speech tagging?


Jul 26, 1996
Yorick Wilks, Mark Stevenson

* 8 pages, LaTeX 

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