M.Sc. Dissertation, performed in NTU & Lazada
Features:
- Proposed a two stage text-based product matching framework to retrieve competitive product groups on E-commerce platform
- Inspired by InfoNCE, designed a novel loss function PNB Loss for fine-tuning Sentence-BERT in Ecommerce domain, enabling effective text representation learning on product titles with weakly-supervised labels
