Publications

Faidon Mitzalis, Ozan Caglayan, Pranava Madhyastha, Lucia Specia (2021). BERTGen: Multi-task Generation through BERT. 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP): Main Volume.

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Julia Ive, Andy Mingren Li, Yishu Miao, Ozan Caglayan, Pranava Madhyastha, Lucia Specia (2021). Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation. Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume.

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Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, Pranava Madhyastha, Erkut Erdem, Aykut Erdem, Lucia Specia (2021). Cross-lingual Visual Pre-training for Multimodal Machine Translation. Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume.

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Ozan Caglayan, Pranava Madhyastha, Lucia Specia (2020). Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale. Proceedings of the 28th International Conference on Computational Linguistics.

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Ozan Caglayan, Julia Ive, Veneta Haralampieva, Pranava Madhyastha, Loı̈c Barrault, Lucia Specia (2020). Simultaneous Machine Translation with Visual Context. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP).

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L. Specia, L. Barrault, O. Caglayan, A. Duarte, D. Elliott, S. Gella, N. Holzenberger, C. Lala, S. J. Lee, J. Libovicky, P. Madhyastha, F. Metze, K. Mulligan, A. Ostapenko, S. Palaskar, R. Sanabria, J. Wang, R. Arora (2020). Grounded Sequence to Sequence Transduction. IEEE Journal of Selected Topics in Signal Processing.

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Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, Jörg Tiedemann (2020). Multimodal machine translation through visuals and speech. Machine Translation.

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Ozan Caglayan, Pranava Madhyastha, Lucia Specia, Loı̈c Barrault (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, Volume 1 (Long and Short Papers).

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O. Caglayan, R. Sanabria, S. Palaskar, L. Barraul, F. Metze (2019). Multimodal Grounding for Sequence-to-sequence Speech Recognition. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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Zixiu Wu, Ozan Caglayan, Julia Ive, Josiah Wang, Lucia Specia (2019). Transformer-based Cascaded Multimodal Speech Translation. Proceedings of the 16th International Workshop on Spoken Language Translation (IWSLT).

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Ramon Sanabria, Ozan Caglayan, Shruti Palaskar, Desmond Elliott, Löic Barrault, Lucia Specia, Florian Metze (2018). How2: A Large-scale Dataset For Multimodal Language Understanding. Proceedings of the Workshop on Visually Grounded Interaction and Language (NeurIPS 2018).

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Ozan Caglayan, Adrien Bardet, Fethi Bougares, Loı̈c Barrault, Kai Wang, Marc Masana, Luis Herranz, Joost van de Weijer (2018). LIUM-CVC Submissions for WMT18 Multimodal Translation Task. Proceedings of the Third Conference on Machine Translation, Volume 2: Shared Task Papers.

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Nicolas P Rougier, Konrad Hinsen, Frédéric Alexandre, Thomas Arildsen, Lorena A Barba, Fabien CY Benureau, C Titus Brown, Pierre De Buyl, Ozan Caglayan, Andrew P Davison, others (2017). Sustainable Computational Science: The ReScience Initiative. PeerJ Computer Science.

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Ozan Caglayan, Mercedes Garcı́a-Mart\ńez, Adrien Bardet, Walid Aransa, Fethi Bougares, Loı̈c Barrault (2017). NMTPY: A Flexible Toolkit for Advanced Neural Machine Translation Systems. The Prague Bulletin of Mathematical Linguistics.

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Ozan Caglayan, Walid Aransa, Adrien Bardet, Mercedes Garcı́a-Mart\ńez, Fethi Bougares, Loı̈c Barrault, Marc Masana, Luis Herranz, Joost van de Weijer (2017). LIUM-CVC Submissions for WMT17 Multimodal Translation Task. Proceedings of the Second Conference on Machine Translation, Volume 2: Shared Task Papers.

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Mercedes Garcı́a-Mart\ńez, Ozan Caglayan, Walid Aransa, Adrien Bardet, Fethi Bougares, Loı̈c Barrault (2017). LIUM Machine Translation Systems for WMT17 News Translation Task. Proceedings of the Second Conference on Machine Translation, Volume 2: Shared Task Papers.

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Ozan Caglayan, Loı̈c Barrault, Fethi Bougares (2016). Multimodal Attention for Neural Machine Translation. arXiv preprint arXiv:1609.03976.

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Ozan Caglayan, Walid Aransa, Yaxing Wang, Marc Masana, Mercedes Garcı́a-Mart\ńez, Fethi Bougares, Loı̈c Barrault, Joost van de Weijer (2016). Does Multimodality Help Human and Machine for Translation and Image Captioning?. Proceedings of the First Conference on Machine Translation.

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Ozan Caglayan, Reis Burak Arslan (2013). Humanoid Robot Control with SSVEP on Embedded System. BCI Meeting 2013.

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