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Dongmei Jia

2 accepted papers

2024

EIVEN: Efficient Implicit Attribute Value Extraction using Multimodal LLM

NAACL 2024industry

In e-commerce, accurately extracting product attribute values from multimodal data is crucial for improving user experience and operational efficiency of retailers. However, previous approaches to multimodal attribute value extraction often struggle with implicit attribute values embedded in images…

2024

Sequential LLM Framework for Fashion Recommendation

EMNLP 2024industry

The fashion industry is one of the leading domains in the global e-commerce sector, prompting major online retailers to employ recommendation systems for product suggestions and customer convenience. While recommendation systems have been widely studied, most are designed for general e-commerce prob…