RAG / 检索增强生成

Adaptation of Embedding Models to Financial Filings via LLM Distillation

通过LLM蒸馏适应金融文件的嵌入模型

Eliot Brenner, Dominic Seyler, Manjunath Hegde, Andrei Simion, Koustuv Dasgupta, Bing Xiang

专题命中 向量检索 ：RAG(abstract)；retriever(abstract)；分类 cs.CL

AI总结 本文通过LLM蒸馏方法，提升金融领域检索性能，实现MRR@5和DCG@5的显著提升。

Comments In proceedings of LLM-Finance 2025 : The 2nd IEEE International Workshop on Large Language Models for Finance