CASCADE Your Datasets for Cross-Mode Knowledge Retrieval of Language Models

Runlong Zhou, Yi Zhang

We qualitatively identify and quantitatively formulate the problem of cross-mode knowledge retrieval of LLMs, and propose CASCADE algorithm to improve the performance by allowing the LLMs to capture knowledge with arbitrary lengths and occurrence locations.

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