Nov, 2023
用生成校准的召回器个性化大型语言模型写作助手
PEARL: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers
Sheshera Mysore, Zhuoran Lu, Mengting Wan, Longqi Yang, Steve Menezes...
TL;DRPEARL is a retrieval-augmented LLM writing assistant that addresses the lack of personalization in LLM outputs, using a generation-calibrated retriever to select user-authored documents for prompt augmentation, resulting in improved generation quality and performance prediction.