DAS-CL: Towards Multimodal Machine Translation via Dual-Level Asymmetric Contrastive Learning

Author:

Cheng Xuxin1ORCID,Zhu Zhihong1ORCID,Li Yaowei1ORCID,Li Hongxiang1ORCID,Zou Yuexian1ORCID

Affiliation:

1. Peking University, Shenzhen, China

Publisher

ACM

Reference74 articles.

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2. Lo=ic Barrault, Fethi Bougares , Lucia Specia , Chiraag Lala , Desmond Elliott , and Stella Frank . 2018. Findings of the third shared task on multimodal machine translation . In THIRD CONFERENCE ON MACHINE TRANSLATION (WMT18) , Vol. 2 . 308--327. Lo=ic Barrault, Fethi Bougares, Lucia Specia, Chiraag Lala, Desmond Elliott, and Stella Frank. 2018. Findings of the third shared task on multimodal machine translation. In THIRD CONFERENCE ON MACHINE TRANSLATION (WMT18), Vol. 2. 308--327.

3. Ozan Caglayan , Walid Aransa , Adrien Bardet , Mercedes Garc'ia-Mart'inez , Fethi Bougares , Lo"ic Barrault, Marc Masana , Luis Herranz , and Joost van de Weijer. 2017. LIUM-CVC Submissions for WMT17 Multimodal Translation Task . In Proceedings of the Second Conference on Machine Translation. 432--439 . Ozan Caglayan, Walid Aransa, Adrien Bardet, Mercedes Garc'ia-Mart'inez, Fethi Bougares, Lo"ic Barrault, Marc Masana, Luis Herranz, and Joost van de Weijer. 2017. LIUM-CVC Submissions for WMT17 Multimodal Translation Task. In Proceedings of the Second Conference on Machine Translation. 432--439.

4. Ozan Caglayan , Lo"ic Barrault, and Fethi Bougares . 2016. Multimodal attention for neural machine translation. arXiv preprint arXiv:1609.03976 ( 2016 ). Ozan Caglayan, Lo"ic Barrault, and Fethi Bougares. 2016. Multimodal attention for neural machine translation. arXiv preprint arXiv:1609.03976 (2016).

5. Cross-lingual Visual Pre-training for Multimodal Machine Translation

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