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

arXiv:2607.14561 · cs.CL · Submitted 2026-07-16 · Read on arXiv

cs.CL

Submitted: 2026-07-16

Updated: 2026-10-21

Terminology

• Fine-Tuning — 2× in this paper · explained in 5 episodes
• Knowledge Graph — 2× in this paper · explained in 8 episodes
• Ablation — 1× in this paper · explained in 1 episode
• Ablation Studies — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Knowledge graphs — 1× in this paper · explained in 2 episodes
• Language Models (LLMs) — 1× in this paper · explained in 2 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 8 episodes

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