From Generation to Scoring: Scaling LLM-Based Semantic Labeling at LinkedIn

Jian Sheng, Sriram Vasudevan, Sundara Raman Ramachandran +12

For efficiency, industrial large language model (LLM) labelers often pack many candidate labels into one prompt and generate a YES/NO answer for each, even when each decision depen…