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BERTGEN: Multi-task Generation through BERT


Jun 07, 2021
Faidon Mitzalis, Ozan Caglayan, Pranava Madhyastha, Lucia Specia

* Accepted to ACL 2021 Main Conference 

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Cross-Modal Generative Augmentation for Visual Question Answering


May 11, 2021
Zixu Wang, Yishu Miao, Lucia Specia


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What Makes a Scientific Paper be Accepted for Publication?


Apr 14, 2021
Panagiotis Fytas, Georgios Rizos, Lucia Specia


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Backtranslation Feedback Improves User Confidence in MT, Not Quality


Apr 12, 2021
Vilém Zouhar, Michal Novák, Matúš Žilinec, Ondřej Bojar, Mateo Obregón, Robin L. Hill, Frédéric Blain, Marina Fomicheva, Lucia Specia, Lisa Yankovskaya

* 9 pages (excluding references); to appear at NAACL-HWT 2021 

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Improving Translation Robustness with Visual Cues and Error Correction


Mar 12, 2021
Zhenhao Li, Marek Rei, Lucia Specia


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MultiSubs: A Large-scale Multimodal and Multilingual Dataset


Mar 02, 2021
Josiah Wang, Pranava Madhyastha, Josiel Figueiredo, Chiraag Lala, Lucia Specia


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Exploring Supervised and Unsupervised Rewards in Machine Translation


Feb 22, 2021
Julia Ive, Zixu Wang, Marina Fomicheva, Lucia Specia

* Long paper accepted to EACL 2021, Camera-ready version 

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Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation


Feb 22, 2021
Julia Ive, Andy Mingren Li, Yishu Miao, Ozan Caglayan, Pranava Madhyastha, Lucia Specia

* Long paper accepted to EACL 2021, Camera-ready version 

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Quality Estimation without Human-labeled Data


Feb 08, 2021
Yi-Lin Tuan, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Francisco Guzmán, Lucia Specia

* Accepted by EACL2021 

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Cross-lingual Visual Pre-training for Multimodal Machine Translation


Jan 25, 2021
Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, Pranava Madhyastha, Erkut Erdem, Aykut Erdem, Lucia Specia

* Accepted to EACL 2021 (Camera-ready version) 

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Latent Variable Models for Visual Question Answering


Jan 16, 2021
Zixu Wang, Yishu Miao, Lucia Specia


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MSVD-Turkish: A Comprehensive Multimodal Dataset for Integrated Vision and Language Research in Turkish


Dec 13, 2020
Begum Citamak, Ozan Caglayan, Menekse Kuyu, Erkut Erdem, Aykut Erdem, Pranava Madhyastha, Lucia Specia


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Watch and Learn: Mapping Language and Noisy Real-world Videos with Self-supervision


Nov 19, 2020
Yujie Zhong, Linhai Xie, Sen Wang, Lucia Specia, Yishu Miao

* NeurIPS 2020 Self-Supervised Learning Workshop 

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Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale


Oct 26, 2020
Ozan Caglayan, Pranava Madhyastha, Lucia Specia

* 7 pages, accepted to COLING 2020 

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Simultaneous Machine Translation with Visual Context


Oct 13, 2020
Ozan Caglayan, Julia Ive, Veneta Haralampieva, Pranava Madhyastha, Loïc Barrault, Lucia Specia

* Long paper accepted to EMNLP 2020, Camera-ready version 

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FIND: Human-in-the-Loop Debugging Deep Text Classifiers


Oct 10, 2020
Piyawat Lertvittayakumjorn, Lucia Specia, Francesca Toni

* 17 pages including appendices; To appear at EMNLP 2020 

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MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset


Oct 09, 2020
Marina Fomicheva, Shuo Sun, Erick Fonseca, Frédéric Blain, Vishrav Chaudhary, Francisco Guzmán, Nina Lopatina, Lucia Specia, André F. T. Martins


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Unsupervised Quality Estimation for Neural Machine Translation


May 21, 2020
Marina Fomicheva, Shuo Sun, Lisa Yankovskaya, Frédéric Blain, Francisco Guzmán, Mark Fishel, Nikolaos Aletras, Vishrav Chaudhary, Lucia Specia

* Accepted for publication in TACL 

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ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations


May 01, 2020
Fernando Alva-Manchego, Louis Martin, Antoine Bordes, Carolina Scarton, Benoît Sagot, Lucia Specia

* Accepted to ACL 2020 (camera-ready version) 

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Multimodal Machine Translation through Visuals and Speech


Nov 28, 2019
Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann

* 34 pages, 4 tables, 8 figures. Submitted (Nov 2019) to the Machine Translation journal (Springer) 

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Transformer-based Cascaded Multimodal Speech Translation


Nov 08, 2019
Zixiu Wu, Ozan Caglayan, Julia Ive, Josiah Wang, Lucia Specia

* Accepted to IWSLT 2019 

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Imperial College London Submission to VATEX Video Captioning Task


Oct 16, 2019
Ozan Caglayan, Zixiu Wu, Pranava Madhyastha, Josiah Wang, Lucia Specia


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Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back Translation


Oct 14, 2019
Zhenhao Li, Lucia Specia

* add missing content & references, fix url line break in footnotes 

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Estimating post-editing effort: a study on human judgements, task-based and reference-based metrics of MT quality


Oct 14, 2019
Carolina Scarton, Mikel L. Forcada, Miquel Esplà-Gomis, Lucia Specia

* IWSLT 2019, Hong Kong, November 2 and 3, 2019 

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EASSE: Easier Automatic Sentence Simplification Evaluation


Sep 13, 2019
Fernando Alva-Manchego, Louis Martin, Carolina Scarton, Lucia Specia

* EMNLP-IJCNLP 2019 Demo (Camera-ready Version) 

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