Can I read KB-Plugin: A Plug-And-Play Framework For Large Language Models To Induce Programs Over Low-Resourced Knowledge Bases on EtoBox?

KB-Plugin: A Plug-And-Play Framework For Large Language Models To Induce Programs Over Low-Resourced Knowledge Bases by akshathilabs is a document available to read on EtoBox.

What is KB-Plugin: A Plug-And-Play Framework For Large Language Models To Induce Programs Over Low-Resourced Knowledge Bases about?

The document presents KB-Plugin, a novel framework designed to enable large language models (LLMs) to induce programs over low-resourced knowledge bases (KBs) without requiring extensive annotated data. It utilizes self-supervised learning to encode schema information into pluggable modules, facilitating the extraction of relevant schema details for program induction. Experiments demonstrate that KB-Plugin outperforms existing methods while using a significantly smaller backbone LLM, showcasing its effectiv

Author

akshathilabs

Language

EN