Useful Research Papers for Improving LB Score

Hello Everyone,
I did a literature survey to find the most interesting and useful papers which can help in improving the LB score. I hope this will be useful to the community.

List of Papers which I found most useful: – Many of these papers are from Amazon Search itself.


  • Most of the papers use graph neural networks to get a better context of the product and the query.

  • Transformer models were adopted instead of the LSTM-based network.

  • One paper used Hyperbolic networks to model the power-law dynamics and scale-free nature of the product-query relations.

Other resources