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To recommend relevant merchandises for seasonal retail events, we rely onitem retrieval from marketplace inventory. With feedback to expand query scope,we discuss keyword expansion candidate selection using word embeddingsimilarity, and an enhanced tf-idf formula for expanded words in searchranking.

Merchandise Recommendation for Retail Events with Word Embedding Weighted Tf-idf and Dynamic Query Expansion