Papers by Anastasia Kritharoula
Large Language Models and Multimodal Retrieval for Visual Word Sense Disambiguation (2023.emnlp-main)
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| Challenge: | Visual word sense disambiguation (VWSD) is a challenging task involving multiple candidates . context given for an ambiguous word is minimal, most often limited to a single word . |
| Approach: | They propose to use large language models to enhance given phrases and resolve ambiguity related to the target word. |
| Outcome: | The proposed frameworks improve the image representation of ambiguous words among candidates and achieve competitive ranking results. |