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ORTPiece: An ORT-Based Turkish Image Captioning Network Based on Transformers and WordPiece | IEEE Conference Publication | IEEE Xplore

ORTPiece: An ORT-Based Turkish Image Captioning Network Based on Transformers and WordPiece


Abstract:

Recent transformers-based systems are advancing image captioning applications. However, those works have been mainly applied to English-based image captioning problems. I...Show More

Abstract:

Recent transformers-based systems are advancing image captioning applications. However, those works have been mainly applied to English-based image captioning problems. In this paper, we introduce a transformers-based Turkish-based image captioning algorithm. Our proposed algorithm uses appearance and geometry features from the input image and combines them along with the WordPiece embeddings to generate the Turkish-based caption. Our experimental results show improvement when compared to the other existing techniques including the original ORT and the show-and-tell algorithms.
Date of Conference: 05-08 July 2023
Date Added to IEEE Xplore: 28 August 2023
ISBN Information:
Print on Demand(PoD) ISSN: 2165-0608
Conference Location: Istanbul, Turkiye

References

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