Search Results for author: XueMei Dong

Found 3 papers, 1 papers with code

FIT-RAG: Black-Box RAG with Factual Information and Token Reduction

no code implementations21 Mar 2024 YUREN MAO, XueMei Dong, Wenyi Xu, Yunjun Gao, Bin Wei, Ying Zhang

Simply concatenating all the retrieved documents brings large amounts of unnecessary tokens for LLMs, which degenerates the efficiency of black-box RAG.

Open-Domain Question Answering Retrieval +2

C3: Zero-shot Text-to-SQL with ChatGPT

1 code implementation14 Jul 2023 XueMei Dong, Chao Zhang, Yuhang Ge, YUREN MAO, Yunjun Gao, Lu Chen, Jinshu Lin, Dongfang Lou

This paper proposes a ChatGPT-based zero-shot Text-to-SQL method, dubbed C3, which achieves 82. 3\% in terms of execution accuracy on the holdout test set of Spider and becomes the state-of-the-art zero-shot Text-to-SQL method on the Spider Challenge.

Text-To-SQL

LiteDepthwiseNet: An Extreme Lightweight Network for Hyperspectral Image Classification

no code implementations15 Oct 2020 Benlei Cui, XueMei Dong, Qiaoqiao Zhan, Jiangtao Peng, Weiwei Sun

Based on 3D depthwise convolution, LiteDepthwiseNet can decompose standard convolution into depthwise convolution and pointwise convolution, which can achieve high classification performance with minimal parameters.

Classification General Classification +1

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