BriefGPT.xyz
Apr, 2022
基于搜索点击日志的文本相似性预训练实现通用语义产品搜索
Towards Generalizeable Semantic Product Search by Text Similarity Pre-training on Search Click Logs
HTML
PDF
Zheng Liu, Wei Zhang, Yan Chen, Weiyi Sun, Michael Du...
TL;DR
本文研究了语义搜索在电子商务产品搜索中的应用，发现适当的针对特定领域的微调可提高模型泛化能力。
Abstract
Recently,
semantic search
has been successfully applied to
e-commerce product search
and the learned semantic space(s) for query and product encoding are expected to generalize to unseen queries or products. Yet,
→