no code implementations • 23 Nov 2021 • Uladzislau Yorsh, Alexander Kovalenko, Vojtěch Vančura, Daniel Vašata, Pavel Kordík, Tomáš Mikolov
In this paper, we propose that the dot product pairwise matching attention layer, which is widely used in Transformer-based models, is redundant for the model performance.
1 code implementation • 10 Feb 2021 • Vojtěch Vančura, Pavel Kordík
Recently introduced EASE algorithm presents a simple and elegant way, how to solve the top-N recommendation task.
Ranked #1 on Recommendation Systems on MovieLens 20M (using extra training data)