9 citations · 24 across the 9 of their papers we have counts for
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cs.IR2025
Visual Zero-Shot E-Commerce Product Attribute Value Extraction
Jiaying Gong, Ming Cheng, Hongda Shen +3
Existing zero-shot product attribute value (aspect) extraction approaches in e-Commerce industry rely on uni-modal or multi-modal models, where the sellers are asked to provide det…
cs.IR2024
Multi-Label Zero-Shot Product Attribute-Value Extraction
Jiaying Gong, Hoda Eldardiry
E-commerce platforms should provide detailed product descriptions (attribute values) for effective product search and recommendation. However, attribute value information is typica…
cs.IR2023★ 8 cited
Knowledge-Enhanced Multi-Label Few-Shot Product Attribute-Value Extraction
Jiaying Gong, Wei-Te Chen, Hoda Eldardiry
Existing attribute-value extraction (AVE) models require large quantities of labeled data for training. However, new products with new attribute-value pairs enter the market every…