@inproceedings{li-etal-2023-ecnu,
    title = "{ECNU}{\_}{MIV} at {S}em{E}val-2023 Task 1: {CTIM} - Contrastive Text-Image Model for Multilingual Visual Word Sense Disambiguation",
    author = "Li, Zhenghui  and
      Zhang, Qi  and
      Xia, Xueyin  and
      Ye, Yinxiang  and
      Zhang, Qi  and
      Huang, Cong",
    editor = {Ojha, Atul Kr.  and
      Do{\u{g}}ru{\"o}z, A. Seza  and
      Da San Martino, Giovanni  and
      Tayyar Madabushi, Harish  and
      Kumar, Ritesh  and
      Sartori, Elisa},
    booktitle = "Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.semeval-1.13",
    doi = "10.18653/v1/2023.semeval-1.13",
    pages = "101--107",
    abstract = "Our team focuses on the multimodal domain of images and texts, we propose a model that can learn the matching relationship between text-image pairs by contrastive learning. More specifically, We train the model from the labeled data provided by the official organizer, after pre-training, texts are used to reference learned visual concepts enabling visual word sense disambiguation tasks. In addition, the top results our teams get have been released showing the effectiveness of our solution.",
}

Our team focuses on the multimodal domain of images and texts, we propose a model that can learn the matching relationship between text-image pairs by contrastive learning. More specifically, We train the model from the labeled data provided by the official organizer, after pre-training, texts are used to reference learned visual concepts enabling visual word sense disambiguation tasks. In addition, the top results our teams get have been released showing the effectiveness of our solution.
Li, Zhenghui Zhang, Qi Xia, Xueyin Ye, Yinxiang Zhang, Qi Huang, Cong
ECNU_MIV at SemEval-2023 Task 1: CTIM - Contrastive Text-Image Model for Multilingual Visual Word Sense Disambiguation