TY - GEN
T1 - SUT at SemEval-2023 Task 1
T2 - 17th International Workshop on Semantic Evaluation, SemEval 2023, co-located with the 61st Annual Meeting of the Association for Computational Linguistics, ACL 2023
AU - Ghahroodi, Omid
AU - Dalili, Seyed Arshan
AU - Mesforoush, Sahel
AU - Asgari, Ehsaneddin
N1 - Publisher Copyright:
© 2023 Association for Computational Linguistics.
PY - 2023
Y1 - 2023
N2 - Visual Word Sense Disambiguation (V-WSD) identifies the correct visual sense of a multisense word in a specific context. This can be challenging as images may need to provide additional context and words may have multiple senses. A proper V-WSD system can benefit applications like image retrieval and captioning. This paper proposes a Prompt Generation approach to solve this challenge. This approach improves the robustness of language-image models like CLIP to contextual ambiguities and helps them better correlate between textual and visual contexts of different senses of words.
AB - Visual Word Sense Disambiguation (V-WSD) identifies the correct visual sense of a multisense word in a specific context. This can be challenging as images may need to provide additional context and words may have multiple senses. A proper V-WSD system can benefit applications like image retrieval and captioning. This paper proposes a Prompt Generation approach to solve this challenge. This approach improves the robustness of language-image models like CLIP to contextual ambiguities and helps them better correlate between textual and visual contexts of different senses of words.
UR - https://www.scopus.com/pages/publications/85175400639
U2 - 10.18653/v1/2023.semeval-1.298
DO - 10.18653/v1/2023.semeval-1.298
M3 - Conference contribution
AN - SCOPUS:85175400639
T3 - 17th International Workshop on Semantic Evaluation, SemEval 2023 - Proceedings of the Workshop
SP - 2160
EP - 2163
BT - 17th International Workshop on Semantic Evaluation, SemEval 2023 - Proceedings of the Workshop
A2 - Ojha, Atul Kr.
A2 - Dogruoz, A. Seza
A2 - Da San Martino, Giovanni
A2 - Madabushi, Harish Tayyar
A2 - Kumar, Ritesh
A2 - Sartori, Elisa
PB - Association for Computational Linguistics
Y2 - 13 July 2023 through 14 July 2023
ER -