2 papers
cs.AI2026
The Lifecycle of LLM-as-a-Judge for Large-Scale Recommendation Explanations
Emma Yanyang Kong, JJ Tan, Ishan Gupta +8
LLM-as-a-Judge, which leverages a large language model to evaluate natural language generated by another AI application or model, has become a standard, scalable approach for accel…
cs.AI2026
LLM Reasoning for Subjective Tasks: Failure Modes, Mitigation, and Dynamic Reasoning Routing
Juncheng Dong, Ding Tong, Ishan Gupta +1
Recommendation systems thrive on personalization, where ''correctness'' is rarely a binary truth but a matter of subjective human preference. As Large Language Models (LLMs) are de…