Encoder-Free Knowledge-Graph Reasoning with LLMs via Hyperdimensional Path Retrieval

Yezi Liu, William Youngwoo Chung, Hanning Chen +2

Recent progress in large language models (LLMs) has made knowledge-grounded reasoning increasingly practical, yet KG-based QA systems often pay a steep price in efficiency and tran…