Enhancing Complex Logical Reasoning over Knowledge Graphs with Logic-Aware Curriculum Tuning

A novel fine-tuning framework, Logic-Aware Curriculum Tuning (LACT), is proposed to enhance the complex logical reasoning ability of large language models over knowledge graphs by incorporating logical context and leveraging curriculum learning.