works on
adaptive retrieval 1knowledge graph question answering 1large language models 1multilingual evaluation 1sparql generation 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CL2026

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA

Nikit Srivastava, Daniel Vollmers, René Speck +3

The paper introduces MARS, a method that combines large language models with knowledge graphs to answer questions by adaptively retrieving multi-hop information and generating SPAR…