Papers by Chang-Sheng Kao
Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language Models (2024.findings-acl)
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| Challenge: | Existing methods for dialogue-to-image retrieval are constrained by pre-trained vision language models. |
| Approach: | They leverage the reasoning capabilities of large language models to predict potential features in images to be shared based on dialogue context. |
| Outcome: | The proposed method outperforms existing methods significantly in terms of Recall@k. |