Jhalak Nilesh Acharya

Leveraging structured training signals from retrieval system disagreements, this approach boosts retrieval performance and ad engagement metrics significantly without traditional click-based methods.

The MHP Ensemble not only outperforms existing models but also reveals critical insights into how task routing architectures impact performance across different model types.