Learning From Weights: A Cost-Sensitive Approach For Ad Retrieval

Nikit Begwani, Shrutendra Harsola, Rahul Agrawal

Retrieval models such as CLSM is trained on click-through data which treats each clicked query-document pair as equivalent. While training on click-through data is reasonable, this…