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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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Phrase Localization Without Paired Training Examples

Aug 20, 2019
Josiah Wang, Lucia Specia

* Accepted for oral presentation at the IEEE/CVF International Conference on Computer Vision (ICCV) 2019 

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Predicting Actions to Help Predict Translations

Aug 18, 2019
Zixiu Wu, Julia Ive, Josiah Wang, Pranava Madhyastha, Lucia Specia

* Accepted to workshop "The How2 Challenge: New Tasks for Vision & Language" of International Conference on Machine Learning 2019 

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Is artificial data useful for biomedical Natural Language Processing algorithms?

Aug 07, 2019
Zixu Wang, Julia Ive, Sumithra Velupillai, Lucia Specia

* BioNLP 2019 

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VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions

Jul 22, 2019
Pranava Madhyastha, Josiah Wang, Lucia Specia

* Accepted for publication at ACL 2019 

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