2 papers
cs.IR2026
MOSS: A Production Framework for Monitoring and Diagnosing Semantic Failures in Search and Recommendation Systems
Alina Nesen, Prathyusha Kanmanth Reddy, David Relyea +4
Detecting semantic failures in production recommendation and search systems is hard: behavioral metrics lag by days, manual review does not scale, and most LLM evaluation framework…
cs.LG2024
GRAINRec: Graph and Attention Integrated Approach for Real-Time Session-Based Item Recommendations
Bhavtosh Rath, Pushkar Chennu, David Relyea +2
Recent advancements in session-based recommendation models using deep learning techniques have demonstrated significant performance improvements. While they can enhance model sophi…