Lingrui Liao

QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation

Large Language Models (LLMs) have shown impressive results on a variety of text understanding tasks. Search queries though pose a unique challenge, given their short-length and lack of nuance or context. Complicated feature engineering efforts do not always lead to downstream improvements as their p…