Imperial College London

Professor Lucia Specia

Faculty of EngineeringDepartment of Computing

Chair in Natural Language Processing
 
 
 
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Contact

 

l.specia Website

 
 
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Location

 

572aHuxley BuildingSouth Kensington Campus

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Summary

 

Summary

My research focuses on various aspects of data-driven approaches to natural language processing, with a particular interest in multimodal and multilingual context models and work at the intersection of language and vision. My work has various applications such as machine translation, image captioning, quality estimation and text adaptation.

I currently hold an ERC (European Research Council) Starting Grant on Multi-modal Context Modelling for Machine Translation.

I am also part-time Professor of Language Engineering at the University of Sheffield. Check my Sheffield page for more.


Selected Publications

Journal Articles

Madhyastha PS, Wang J, Specia L, 2018, The role of image representations in vision to language tasks., Natural Language Engineering, Vol:24, Pages:415-439

Conference

Madhyastha P, Wang J, Specia L, 2019, VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions., Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, Pages:6539-6550

Ive J, Madhyastha P, Specia L, 2019, Distilling Translations with Visual Awareness., Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, Pages:6525-6538

Caglayan O, Madhyastha P, Specia L, et al., 2019, Probing the Need for Visual Context in Multimodal Machine Translation., Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers), Pages:4159-4170

More Publications