Search-Aware Reinforcement Learning for Multi-Component Query Understanding in Roblox Game Search
A search-aware reinforcement learning framework for query understanding in Roblox Game Search improves search quality by 8.9 points over SFT policy.
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Stories tagged #query-understanding
RegionFed: Federated Learning for Personalized Query Understanding in Heterogeneous Retail Environments
RegionFed is a gradient-level federated learning framework enabling personalized retail query understanding while matching centralized accuracy with differential privacy.