176 citations · 914 across the 61 of their papers we have counts for
4 papers · 2 filters
A Line in the Sand: Recommendation or Ad-hoc Retrieval?
Surya Kallumadi, Bhaskar Mitra, Tereza Iofciu
The popular approaches to recommendation and ad-hoc retrieval tasks are largely distinct in the literature. In this work, we argue that many recommendation problems can also be cas…
Cross Domain Regularization for Neural Ranking Models Using Adversarial Learning
Daniel Cohen, Bhaskar Mitra, Katja Hofmann +1
Unlike traditional learning to rank models that depend on hand-crafted features, neural representation learning models learn higher level features for the ranking task by training…
Optimizing Query Evaluations using Reinforcement Learning for Web Search
Corby Rosset, Damien Jose, Gargi Ghosh +2
In web search, typically a candidate generation step selects a small set of documents---from collections containing as many as billions of web pages---that are subsequently ranked…
Neural Networks for Information Retrieval
Tom Kenter, Alexey Borisov, Christophe Van Gysel +3
Machine learning plays a role in many aspects of modern IR systems, and deep learning is applied in all of them. The fast pace of modern-day research has given rise to many approac…