A category-pretrained DistilBERT two-tower Siamese model with progressive human-in-the-loop domain fusion improves Walmart ad retrieval relevance and revenue over a DSSM baseline.
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Semantic Ads Retrieval at Walmart eCommerce with Language Models Progressively Trained on Multiple Knowledge Domains
A category-pretrained DistilBERT two-tower Siamese model with progressive human-in-the-loop domain fusion improves Walmart ad retrieval relevance and revenue over a DSSM baseline.