Wenyan Li
Wenyan Li
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Multimodal
FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture
Food is a rich and varied dimension of cultural heritage, crucial to both individuals and social groups. To bridge the gap in the …
Wenyan Li
,
Xinyu Zhang
,
Jiaang Li
,
Qiwei Peng
,
Raphael Tang
,
Li Zhou
,
Weijia Zhang
,
Guimin Hu
,
Yifei Yuan
,
Anders Søgaard
,
Daniel Hershcovich
,
Desmond Elliott
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Understanding Retrieval Robustness for Retrieval-Augmented Image Captioning
Recent advances in retrieval-augmented models for image captioning highlight the benefit of retrieving related captions for efficient, …
Wenyan Li
,
Jiaang Li
,
Rita Ramos
,
Raphael Tang
,
Desmond Elliott
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The Role of Data Curation in Image Captioning
Image captioning models are typically trained by treating all samples equally, neglecting to account for mismatched or otherwise …
Wenyan Li
,
Jonas F Lotz
,
Chen Qiu
,
Desmond Elliott
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MAP: Low-data Regime Multimodal Learning with Adapter-based Pre-training and Prompting
Pretrained vision-language (VL) models have shown impressive results on various multi-modal downstream tasks recently. Many of the …
Wenyan Li
,
Dong Li
,
Wanjing Li
,
Yuanjie Wang
,
Hai Jie
,
Yiran Zhong
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