most citedS-Path-RAG: Semantic-Aware Shortest-Path Retrieval Augmented Generation for Multi-Hop Knowledge Graph Question Answering

2 citations · 2 across the 2 of their papers we have counts for

collaborators

3 papers

cs.CL2026★ 2 cited

S-Path-RAG: Semantic-Aware Shortest-Path Retrieval Augmented Generation for Multi-Hop Knowledge Graph Question Answering

Rong Fu, Yemin Wang, Tianxiang Xu +5

We present S-Path-RAG, a semantic-aware shortest-path Retrieval-Augmented Generation framework designed to improve multi-hop question answering over large knowledge graphs. S-Path-…

cs.AI2025

Lyria: A Genetic Algorithm-Driven Neuro-Symbolic Reasoning Framework for LLMs

Weizhi Tang, Kwabena Nuamah, Vaishak Belle

While LLMs have demonstrated impressive abilities across various domains, they struggle with two major issues. The first is that LLMs trap themselves into local optima and the seco…

cs.AI2025

HyGenar: An LLM-Driven Hybrid Genetic Algorithm for Few-Shot Grammar Generation

Weizhi Tang, Yixuan Li, Chris Sypherd +2

Grammar plays a critical role in natural language processing and text/code generation by enabling the definition of syntax, the creation of parsers, and guiding structured outputs.…