【第187期】Syntriever：用合成数据训练retriever

Seventy3 · Apr 5, 2025 · 13m

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Syntriever: How to Train Your Retriever with Synthetic Data from LLMs

Summary

The provided research paper introduces Syntriever, a novel framework for training information retrieval systems by leveraging synthetic data generated from large language models (LLMs). This approach consists of two key stages: distillation, where relevant and irrelevant passages are synthesized using LLMs and used to train the retriever, and alignment, where the retriever's output is fine-tuned based on…