Search Results for author: Piotr Iwo Wójcik

Found 2 papers, 1 papers with code

BERT-based similarity learning for product matching

no code implementations EcomNLP (COLING) 2020 Janusz Tracz, Piotr Iwo Wójcik, Kalina Jasinska-Kobus, Riccardo Belluzzo, Robert Mroczkowski, Ireneusz Gawlik

Product matching, i. e., being able to infer the product being sold for a merchant-created offer, is crucial for any e-commerce marketplace, enabling product-based navigation, price comparisons, product reviews, etc.

Random Projection in Deep Neural Networks

1 code implementation22 Dec 2018 Piotr Iwo Wójcik

We propose several modifications to the network architecture and training regime that makes it possible to efficiently train DNNs with learnable RP layer on data with as many as tens of millions of input features and training examples.

Dimensionality Reduction

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