@inproceedings{patil-etal-2023-rahul,
    title = "Rahul Patil at {S}em{E}val-2023 Task 1: {V}-{WSD}: Visual Word Sense Disambiguation",
    author = "Patil, Rahul  and
      Patel, Pinal  and
      Patel, Charin  and
      Verma, Mangal",
    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-1.176",
    doi = "10.18653/v1/2023.semeval-1.176",
    pages = "1271--1275",
    abstract = "Semeval 2023 task 1: VWSD, In this paper, we propose an ensemble of two Neural network systems that ranks 10 images given a word and limited textual context. We have used openAI Clip based models for the English language and multilingual text-to-text translation models for Farsi-to-English and Italian-to-English. Additionally, we propose a system that learns from multilingual bert-base embeddings for text and resnet101 embeddings for the image. Considering all the three languages into account this system has achieved the fourth rank.",
}

Semeval 2023 task 1: VWSD, In this paper, we propose an ensemble of two Neural network systems that ranks 10 images given a word and limited textual context. We have used openAI Clip based models for the English language and multilingual text-to-text translation models for Farsi-to-English and Italian-to-English. Additionally, we propose a system that learns from multilingual bert-base embeddings for text and resnet101 embeddings for the image. Considering all the three languages into account this system has achieved the fourth rank.
Patil, Rahul Patel, Pinal Patel, Charin Verma, Mangal
Rahul Patil at SemEval-2023 Task 1: V-WSD: Visual Word Sense Disambiguation