Search Results for author: Sergiy Tkachuk

Found 2 papers, 0 papers with code

Identifying Substitute and Complementary Products for Assortment Optimization with Cleora Embeddings

no code implementations10 Aug 2022 Sergiy Tkachuk, Anna Wróblewska, Jacek Dąbrowski, Szymon Łukasik

Recent years brought an increasing interest in the application of machine learning algorithms in e-commerce, omnichannel marketing, and the sales industry.

Graph Embedding Marketing

Multilingual Transformers for Product Matching -- Experiments and a New Benchmark in Polish

no code implementations31 May 2022 Michał Możdżonek, Anna Wróblewska, Sergiy Tkachuk, Szymon Łukasik

We tested multilingual mBERT and XLM-RoBERTa models in English on Web Data Commons - training dataset and gold standard for large-scale product matching.

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