Multi-modal Context Modelling for Machine Translation

Pubblicazioni

Phrase Localization Without Paired Training Examples

Autori: Josiah Wang; Lucia Specia
Pubblicato in: ICCV, 2019
Editore: IEEE
DOI: 10.1109/iccv.2019.00476

Distilling Translations with Visual Awareness

Autori: Julia Ive; Pranava Madhyastha; Lucia Specia
Pubblicato in: ACL, 2019
Editore: ACL
DOI: 10.18653/v1/p19-1653

How2: A large-scale dataset for multimodal language understanding

Autori: Sanabria, Ramon; Caglayan, Ozan; Palaskar, Shruti; Elliott, Desmond; Barrault, Loïc; Specia, Lucia; Metze, Florian
Pubblicato in: Visually Grounded Interaction and Language, Neurips, 2018
Editore: Neurips

Findings of the Third Shared Task on Multimodal Machine Translation

Autori: Loïc Barrault; Fethi Bougares; Lucia Specia; Chiraag Lala; Desmond Elliott; Stella Frank
Pubblicato in: WMT, 2018
Editore: ACL
DOI: 10.18653/v1/w18-6402

Visual Cues and Error Correction for Translation Robustness

Autori: Zhenhao Li, Marek Rei, Lucia Specia
Pubblicato in: EMNLP, 2021
Editore: ACL
DOI: 10.18653/v1/2021.findings-emnlp.271

Probing the Need for Visual Context in Multimodal Machine Translation

Autori: Ozan Caglayan; Pranava Madhyastha; Lucia Specia; Loïc Barrault
Pubblicato in: NAACL/HLT, 2019
Editore: ACL
DOI: 10.18653/v1/n19-1422

Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation

Autori: Julia Ive; Andy Mingren Li; Yishu Miao; Ozan Caglayan; Pranava Madhyastha; Lucia Specia
Pubblicato in: EACL, 2021
Editore: ACL
DOI: 10.18653/v1/2021.eacl-main.281

Object Counts! Bringing Explicit Detections Back into Image Captioning

Autori: Josiah Wang; Pranava Madhyastha; Lucia Specia
Pubblicato in: NAACL/HLT, 2018
Editore: ACL
DOI: 10.18653/v1/n18-1198

Exploring Supervised and Unsupervised Rewards in Machine Translation

Autori: Julia Ive; Zixu Wang; Marina Fomicheva; Lucia Specia
Pubblicato in: EACL, 2021
Editore: ACL
DOI: 10.18653/v1/2021.eacl-main.164

End-to-end Image Captioning Exploits Multimodal Distributional Similarity

Autori: Madhyastha, Pranava; Wang, Josiah; Specia, Lucia
Pubblicato in: 29th British Machine Vision Conference, 2018
Editore: BVMC

Simultaneous Machine Translation with Visual Context

Autori: Ozan Caglayan; Julia Ive; Veneta Haralampieva; Pranava Madhyastha; Loïc Barrault; Lucia Specia
Pubblicato in: EMNLP, 2020
Editore: ACL
DOI: 10.18653/v1/2020.emnlp-main.184

Predicting Actions to Help Predict Translations

Autori: Wu, Zixiu; Ive, Julia; Wang, Josiah; Madhyastha, Pranava; Specia, Lucia
Pubblicato in: Workshop The How2 Challenge: New Tasks for Vision & Language, ICML, 2019
Editore: ICML

VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions

Autori: Pranava Madhyastha; Josiah Wang; Lucia Specia
Pubblicato in: ACL, 2019
Editore: ACL
DOI: 10.18653/v1/p19-1654

MultiSubs: A Large-scale Multimodal and Multilingual Dataset

Autori: Wang, Josiah; Madhyastha, Pranava; Figueiredo, Josiel; Lala, Chiraag; Specia, Lucia
Pubblicato in: LREC, 2022
Editore: LREC

Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale

Autori: Ozan Caglayan; Pranava Madhyastha; Lucia Specia
Pubblicato in: COLING, 2020
Editore: ACL
DOI: 10.18653/v1/2020.coling-main.210

Imperial College London Submission to VATEX Video Captioning Task

Autori: Caglayan, Ozan; Wu, Zixiu; Madhyastha, Pranava; Wang, Josiah; Specia, Lucia
Pubblicato in: 3rd Workshop on Closing the Loop Between Vision and Language, ICCV 2019, 2019
Editore: ICCV

BERTGen: Multi-task Generation through BERT

Autori: Faidon Mitzalis; Ozan Caglayan; Pranava Madhyastha; Lucia Specia
Pubblicato in: ACL/IJCNLP, 2021
Editore: ACL
DOI: 10.18653/v1/2021.acl-long.503

Object Counts! Bringing Explicit Detections Back into Image Captioning

Autori: Wang, Josiah; Madhyastha, Pranava; Specia, Lucia
Pubblicato in: Proceedings of 2018 Conference of the North American Chapter of the Association for Computational Linguistics, Numero 2, 2018
Editore: Computer Vision and Pattern Recognition

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

Autori: Elliott, Desmond; Frank, Stella; Barrault, Loïc; Bougares, Fethi; Specia, Lucia
Pubblicato in: Proceedings of the Second Conference on Machine Translation, Numero 3, 2017, Pagina/e 215--233
Editore: Association for Computational Linguistics

Defoiling Foiled Image Captions

Autori: Madhyastha, Pranava; Wang, Josiah; Specia, Lucia
Pubblicato in: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2018), Numero 1, 2018
Editore: Computer Vision and Pattern Recognition

Sheffield MultiMT: Using Object Posterior Predictions for Multimodal Machine Translation

Autori: Pranava Swaroop Madhyastha, Josiah Wang, and Lucia Specia
Pubblicato in: Second Conference on Machine Translation, 2017, Pagina/e 470–476
Editore: Association for Computational Linguistics

Sheffield submissions for wmt18 multimodal translation shared task

Autori: C. Lala, P. Swaroop Madhyastha, Carolina Scarton, L. Specia
Pubblicato in: Conference on Machine Translation, 2018
Editore: Association for Computational Linguistics

How2: A Large-scale Dataset for Multimodal Language Understanding

Autori: R. Sanabria, O. Caglayan, S. Palaskar, D. Elliott, L. Barrault, L. Specia, F. Metze
Pubblicato in: NeurIPS Workshop on Visually Grounded Interaction and Language (ViGIL), 2018
Editore: Neurips

Probing the Tole of Images in Multimodal Machine Translation

Autori: O. Caglayan, L. Barrault, P. Madhyastha, L. Specia
Pubblicato in: NAACL, 2019
Editore: Association for Computational Linguistics

Findings of the Third Shared Task on Multimodal Machine Translation

Autori: L. Barrault, F. Bougares, L. Specia, C. Lala, D. Elliott, S. Frank
Pubblicato in: Conference on Machine Translation, 2018
Editore: Association for Computational Linguistics

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

Autori: Salil Deena, Raymond W. M. Ng, Pranava Madhyastha, Lucia Specia, and Thomas Hain
Pubblicato in: INTERSPEECH, 2017, Pagina/e 2715–2719
Editore: INTERSPEECH

Multi30K: Multilingual English-German Image Descriptions

Autori: Desmond Elliott, Stella Frank, Khalil Sima'an, and Lucia Specia
Pubblicato in: 5th Workshop on Vision and Language, 2016, Pagina/e 70–74
Editore: Association for Computational Linguistics

Multimodal Lexical Translation

Autori: Chiraag Lala and Lucia Specia
Pubblicato in: Eleventh International Conference on Language Resources and Evaluation, 2018, Pagina/e 3810–3817
Editore: ELRA

Exploring the use of acoustic embeddings in neural machine translation

Autori: Salil Deena, Raymond Ng, Pranava Madhyastha, Lucia Specia, and Thomas Hain
Pubblicato in: IEEE ASRU Workshop, 2017
Editore: IEEE

SHEF-Multimodal: Grounding Machine Translation on Images

Autori: Kashif Shah, Josiah Wang and Lucia Specia
Pubblicato in: Conference on Machine Translation, 2016
Editore: Association for Computational Linguistics

A Shared Task on Multimodal Machine Translation and Crosslingual Image Description

Autori: Lucia Specia, Stella Frank, Khalil Sima'an, and Desmond Elliott
Pubblicato in: First Conference on Machine Translation, 2016, Pagina/e 540–550
Editore: Association for Computational Linguistics

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

Autori: Desmond Elliott; Stella Frank; Loïc Barrault; Fethi Bougares; Lucia Specia
Pubblicato in: WMT, 2017
Editore: ACL
DOI: 10.18653/v1/w17-4718

Transformer-based Cascaded Multimodal Speech Translation

Autori: Wu, Zixiu; Caglayan, Ozan; Ive, Julia; Wang, Josiah; Specia, Lucia
Pubblicato in: 16th International Conference on Spoken Language Translation, 2019
Editore: ACL
DOI: 10.5281/zenodo.3525551

Defoiling Foiled Image Captions

Autori: Pranava Madhyastha; Josiah Wang; Lucia Specia
Pubblicato in: NAACL/HLT, 2018
Editore: ACL
DOI: 10.18653/v1/n18-2069

Grounded Word Sense Translation

Autori: Chiraag Lala, Pranava Madhyastha, Lucia Specia
Pubblicato in: 2nd Workshop on Shortcomings in Vision and Language, 2019
Editore: ACL
DOI: 10.18653/v1/w19-1808

Multimodal Quality Estimation for Machine Translation

Autori: Shu Okabe, Frédéric Blain, Lucia Specia
Pubblicato in: ACL, 2020
Editore: ACL
DOI: 10.18653/v1/2020.acl-main.114

Cross-lingual Visual Pre-training for Multimodal Machine Translation

Autori: Ozan Caglayan; Menekse Kuyu; Mustafa Sercan Amac; Pranava Madhyastha; Erkut Erdem; Aykut Erdem; Lucia Specia
Pubblicato in: EACL, 2021
Editore: ACL
DOI: 10.18653/v1/2021.eacl-main.112

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

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

Grounded Sequence to Sequence Transduction

Autori: 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
Pubblicato in: IEEE Journal of Selected Topics in Signal Processing, 2020, ISSN 1932-4553
Editore: 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

Autori: Chiraag Lala, Pranava Madhyastha, Josiah Wang, Lucia Specia
Pubblicato in: The Prague Bulletin of Mathematical Linguistics, Numero 108/1, 2017, Pagina/e 197–208, ISSN 1804-0462
Editore: De Gruyter
DOI: 10.1515/pralin-2017-0020

The role of image representations in vision to language tasks

Autori: PRANAVA MADHYASTHA, JOSIAH WANG, LUCIA SPECIA
Pubblicato in: Natural Language Engineering, Numero 24/03, 2018, Pagina/e 415-439, ISSN 1351-3249
Editore: Cambridge University Press
DOI: 10.1017/s1351324918000116

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

Autori: STELLA FRANK, DESMOND ELLIOTT, LUCIA SPECIA
Pubblicato in: Natural Language Engineering, Numero 24/03, 2018, Pagina/e 393-413, ISSN 1351-3249
Editore: Cambridge University Press
DOI: 10.1017/s1351324918000074

Read, spot and translate

Autori: Lucia Specia; Josiah Wang; Sun Jae Lee; Alissa Ostapenko; Pranava Madhyastha
Pubblicato in: Machine Translation, 2021, ISSN 0922-6567
Editore: Kluwer Academic Publishers
DOI: 10.1007/s10590-021-09259-z

Multimodal machine translation through visuals and speech

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

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