Multi-modal Context Modelling for Machine Translation

Publikacje

Phrase Localization Without Paired Training Examples

Autorzy: Josiah Wang; Lucia Specia
Opublikowane w: ICCV, 2019
Wydawca: IEEE
DOI: 10.1109/iccv.2019.00476

Distilling Translations with Visual Awareness

Autorzy: Julia Ive; Pranava Madhyastha; Lucia Specia
Opublikowane w: ACL, 2019
Wydawca: ACL
DOI: 10.18653/v1/p19-1653

How2: A large-scale dataset for multimodal language understanding

Autorzy: Sanabria, Ramon; Caglayan, Ozan; Palaskar, Shruti; Elliott, Desmond; Barrault, Loïc; Specia, Lucia; Metze, Florian
Opublikowane w: Visually Grounded Interaction and Language, Neurips, 2018
Wydawca: Neurips

Findings of the Third Shared Task on Multimodal Machine Translation

Autorzy: Loïc Barrault; Fethi Bougares; Lucia Specia; Chiraag Lala; Desmond Elliott; Stella Frank
Opublikowane w: WMT, 2018
Wydawca: ACL
DOI: 10.18653/v1/w18-6402

Visual Cues and Error Correction for Translation Robustness

Autorzy: Zhenhao Li, Marek Rei, Lucia Specia
Opublikowane w: EMNLP, 2021
Wydawca: ACL
DOI: 10.18653/v1/2021.findings-emnlp.271

Probing the Need for Visual Context in Multimodal Machine Translation

Autorzy: Ozan Caglayan; Pranava Madhyastha; Lucia Specia; Loïc Barrault
Opublikowane w: NAACL/HLT, 2019
Wydawca: ACL
DOI: 10.18653/v1/n19-1422

Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation

Autorzy: Julia Ive; Andy Mingren Li; Yishu Miao; Ozan Caglayan; Pranava Madhyastha; Lucia Specia
Opublikowane w: EACL, 2021
Wydawca: ACL
DOI: 10.18653/v1/2021.eacl-main.281

Object Counts! Bringing Explicit Detections Back into Image Captioning

Autorzy: Josiah Wang; Pranava Madhyastha; Lucia Specia
Opublikowane w: NAACL/HLT, 2018
Wydawca: ACL
DOI: 10.18653/v1/n18-1198

Exploring Supervised and Unsupervised Rewards in Machine Translation

Autorzy: Julia Ive; Zixu Wang; Marina Fomicheva; Lucia Specia
Opublikowane w: EACL, 2021
Wydawca: ACL
DOI: 10.18653/v1/2021.eacl-main.164

End-to-end Image Captioning Exploits Multimodal Distributional Similarity

Autorzy: Madhyastha, Pranava; Wang, Josiah; Specia, Lucia
Opublikowane w: 29th British Machine Vision Conference, 2018
Wydawca: BVMC

Simultaneous Machine Translation with Visual Context

Autorzy: Ozan Caglayan; Julia Ive; Veneta Haralampieva; Pranava Madhyastha; Loïc Barrault; Lucia Specia
Opublikowane w: EMNLP, 2020
Wydawca: ACL
DOI: 10.18653/v1/2020.emnlp-main.184

Predicting Actions to Help Predict Translations

Autorzy: Wu, Zixiu; Ive, Julia; Wang, Josiah; Madhyastha, Pranava; Specia, Lucia
Opublikowane w: Workshop The How2 Challenge: New Tasks for Vision & Language, ICML, 2019
Wydawca: ICML

VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions

Autorzy: Pranava Madhyastha; Josiah Wang; Lucia Specia
Opublikowane w: ACL, 2019
Wydawca: ACL
DOI: 10.18653/v1/p19-1654

MultiSubs: A Large-scale Multimodal and Multilingual Dataset

Autorzy: Wang, Josiah; Madhyastha, Pranava; Figueiredo, Josiel; Lala, Chiraag; Specia, Lucia
Opublikowane w: LREC, 2022
Wydawca: LREC

Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale

Autorzy: Ozan Caglayan; Pranava Madhyastha; Lucia Specia
Opublikowane w: COLING, 2020
Wydawca: ACL
DOI: 10.18653/v1/2020.coling-main.210

Imperial College London Submission to VATEX Video Captioning Task

Autorzy: Caglayan, Ozan; Wu, Zixiu; Madhyastha, Pranava; Wang, Josiah; Specia, Lucia
Opublikowane w: 3rd Workshop on Closing the Loop Between Vision and Language, ICCV 2019, 2019
Wydawca: ICCV

BERTGen: Multi-task Generation through BERT

Autorzy: Faidon Mitzalis; Ozan Caglayan; Pranava Madhyastha; Lucia Specia
Opublikowane w: ACL/IJCNLP, 2021
Wydawca: ACL
DOI: 10.18653/v1/2021.acl-long.503

Object Counts! Bringing Explicit Detections Back into Image Captioning

Autorzy: Wang, Josiah; Madhyastha, Pranava; Specia, Lucia
Opublikowane w: Proceedings of 2018 Conference of the North American Chapter of the Association for Computational Linguistics, Numer 2, 2018
Wydawca: Computer Vision and Pattern Recognition

Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description

Autorzy: Elliott, Desmond; Frank, Stella; Barrault, Loïc; Bougares, Fethi; Specia, Lucia
Opublikowane w: Proceedings of the Second Conference on Machine Translation, Numer 3, 2017, Strona(/y) 215--233
Wydawca: Association for Computational Linguistics

Defoiling Foiled Image Captions

Autorzy: Madhyastha, Pranava; Wang, Josiah; Specia, Lucia
Opublikowane w: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2018), Numer 1, 2018
Wydawca: Computer Vision and Pattern Recognition

Sheffield MultiMT: Using Object Posterior Predictions for Multimodal Machine Translation

Autorzy: Pranava Swaroop Madhyastha, Josiah Wang, and Lucia Specia
Opublikowane w: Second Conference on Machine Translation, 2017, Strona(/y) 470–476
Wydawca: Association for Computational Linguistics

Sheffield submissions for wmt18 multimodal translation shared task

Autorzy: C. Lala, P. Swaroop Madhyastha, Carolina Scarton, L. Specia
Opublikowane w: Conference on Machine Translation, 2018
Wydawca: Association for Computational Linguistics

How2: A Large-scale Dataset for Multimodal Language Understanding

Autorzy: R. Sanabria, O. Caglayan, S. Palaskar, D. Elliott, L. Barrault, L. Specia, F. Metze
Opublikowane w: NeurIPS Workshop on Visually Grounded Interaction and Language (ViGIL), 2018
Wydawca: Neurips

Probing the Tole of Images in Multimodal Machine Translation

Autorzy: O. Caglayan, L. Barrault, P. Madhyastha, L. Specia
Opublikowane w: NAACL, 2019
Wydawca: Association for Computational Linguistics

Findings of the Third Shared Task on Multimodal Machine Translation

Autorzy: L. Barrault, F. Bougares, L. Specia, C. Lala, D. Elliott, S. Frank
Opublikowane w: Conference on Machine Translation, 2018
Wydawca: Association for Computational Linguistics

Semi-supervised Adaptation of RNNLMs by Fine-tuning with Domain-specific Auxiliary Features

Autorzy: Salil Deena, Raymond W. M. Ng, Pranava Madhyastha, Lucia Specia, and Thomas Hain
Opublikowane w: INTERSPEECH, 2017, Strona(/y) 2715–2719
Wydawca: INTERSPEECH

Multi30K: Multilingual English-German Image Descriptions

Autorzy: Desmond Elliott, Stella Frank, Khalil Sima'an, and Lucia Specia
Opublikowane w: 5th Workshop on Vision and Language, 2016, Strona(/y) 70–74
Wydawca: Association for Computational Linguistics

Multimodal Lexical Translation

Autorzy: Chiraag Lala and Lucia Specia
Opublikowane w: Eleventh International Conference on Language Resources and Evaluation, 2018, Strona(/y) 3810–3817
Wydawca: ELRA

Exploring the use of acoustic embeddings in neural machine translation

Autorzy: Salil Deena, Raymond Ng, Pranava Madhyastha, Lucia Specia, and Thomas Hain
Opublikowane w: IEEE ASRU Workshop, 2017
Wydawca: IEEE

SHEF-Multimodal: Grounding Machine Translation on Images

Autorzy: Kashif Shah, Josiah Wang and Lucia Specia
Opublikowane w: Conference on Machine Translation, 2016
Wydawca: Association for Computational Linguistics

A Shared Task on Multimodal Machine Translation and Crosslingual Image Description

Autorzy: Lucia Specia, Stella Frank, Khalil Sima'an, and Desmond Elliott
Opublikowane w: First Conference on Machine Translation, 2016, Strona(/y) 540–550
Wydawca: Association for Computational Linguistics

Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description

Autorzy: Desmond Elliott; Stella Frank; Loïc Barrault; Fethi Bougares; Lucia Specia
Opublikowane w: WMT, 2017
Wydawca: ACL
DOI: 10.18653/v1/w17-4718

Transformer-based Cascaded Multimodal Speech Translation

Autorzy: Wu, Zixiu; Caglayan, Ozan; Ive, Julia; Wang, Josiah; Specia, Lucia
Opublikowane w: 16th International Conference on Spoken Language Translation, 2019
Wydawca: ACL
DOI: 10.5281/zenodo.3525551

Defoiling Foiled Image Captions

Autorzy: Pranava Madhyastha; Josiah Wang; Lucia Specia
Opublikowane w: NAACL/HLT, 2018
Wydawca: ACL
DOI: 10.18653/v1/n18-2069

Grounded Word Sense Translation

Autorzy: Chiraag Lala, Pranava Madhyastha, Lucia Specia
Opublikowane w: 2nd Workshop on Shortcomings in Vision and Language, 2019
Wydawca: ACL
DOI: 10.18653/v1/w19-1808

Multimodal Quality Estimation for Machine Translation

Autorzy: Shu Okabe, Frédéric Blain, Lucia Specia
Opublikowane w: ACL, 2020
Wydawca: ACL
DOI: 10.18653/v1/2020.acl-main.114

Cross-lingual Visual Pre-training for Multimodal Machine Translation

Autorzy: Ozan Caglayan; Menekse Kuyu; Mustafa Sercan Amac; Pranava Madhyastha; Erkut Erdem; Aykut Erdem; Lucia Specia
Opublikowane w: EACL, 2021
Wydawca: ACL
DOI: 10.18653/v1/2021.eacl-main.112

MSVD-Turkish: a comprehensive multimodal video dataset for integrated vision and language research in Turkish

Autorzy: Begum Citamak; Ozan Caglayan; Menekse Kuyu; Erkut Erdem; Aykut Erdem; Pranava Madhyastha; Lucia Specia
Opublikowane w: Machine Translation, 2021, ISSN 0922-6567
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10590-021-09276-y

Grounded Sequence to Sequence Transduction

Autorzy: Lucia Specia, Loic Barrault, Ozan Caglayan, Amanda Duarte, Desmond Elliott, Spandana Gella, Nils Holzenberger, Chiraag Lala, Sun Jae Lee, Jindrich Libovicky, Pranava Madhyastha, Florian Metze, Karl Mulligan, Alissa Ostapenko, Shruti Palaskar, Ramon Sanabria, Josiah Wang, and Raman Arora
Opublikowane w: IEEE Journal of Selected Topics in Signal Processing, 2020, ISSN 1932-4553
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstsp.2020.2998415

Unraveling the Contribution of Image Captioning and Neural Machine Translation for Multimodal Machine Translation

Autorzy: Chiraag Lala, Pranava Madhyastha, Josiah Wang, Lucia Specia
Opublikowane w: The Prague Bulletin of Mathematical Linguistics, Numer 108/1, 2017, Strona(/y) 197–208, ISSN 1804-0462
Wydawca: De Gruyter
DOI: 10.1515/pralin-2017-0020

The role of image representations in vision to language tasks

Autorzy: PRANAVA MADHYASTHA, JOSIAH WANG, LUCIA SPECIA
Opublikowane w: Natural Language Engineering, Numer 24/03, 2018, Strona(/y) 415-439, ISSN 1351-3249
Wydawca: Cambridge University Press
DOI: 10.1017/s1351324918000116

Assessing multilingual multimodal image description: Studies of native speaker preferences and translator choices

Autorzy: STELLA FRANK, DESMOND ELLIOTT, LUCIA SPECIA
Opublikowane w: Natural Language Engineering, Numer 24/03, 2018, Strona(/y) 393-413, ISSN 1351-3249
Wydawca: Cambridge University Press
DOI: 10.1017/s1351324918000074

Read, spot and translate

Autorzy: Lucia Specia; Josiah Wang; Sun Jae Lee; Alissa Ostapenko; Pranava Madhyastha
Opublikowane w: Machine Translation, 2021, ISSN 0922-6567
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10590-021-09259-z

Multimodal machine translation through visuals and speech

Autorzy: Umut Sulubacak; Ozan Caglayan; Stig-Arne Grönroos; Aku Rouhe; Desmond Elliott; Lucia Specia; Jörg Tiedemann
Opublikowane w: Machine Translation, 2020, ISSN 0922-6567
Wydawca: Kluwer Academic Publishers
DOI: 10.5281/zenodo.3690790

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