M2TRec: Metadata-aware Multi-task Transformer for Large-scale and Cold-start free Session-based Recommendations

W Shalaby, S Oh, A Afsharinejad, S Kumar… - Proceedings of the 16th …, 2022‏ - dl.acm.org
Session-based recommender systems (SBRSs) have shown superior performance over
conventional methods. However, they show limited scalability on large-scale industrial …

BERT goes shop**: Comparing distributional models for product representations

F Bianchi, B Yu, J Tagliabue - ar** platform, a detailed classification of the products facilitates user
navigation. It also helps online retailers keep track of the price fluctuations in a certain …

Classifying multi-level product categories using dynamic masking and transformer models

O Ozyegen, H Jahanshahi, M Cevik, B Bulut… - Journal of Data …, 2022‏ - Springer
In an online shop** platform, a detailed categorization of the products greatly enhances
user navigation. Online retailers also benefit from well-defined product categories as various …