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Dubey, M · 2019 · Lecture notes in computer science · DOI 10.1007/978-3-030-30796-7_5

1 Pith paper cite this work, alongside 185 external citations. Polarity classification is still indexing.

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185 external citations · OpenAlex
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cs.CL 1

years

2026 1

verdicts

CONDITIONAL 1

representative citing papers

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

cs.CL · 2026-07-16 · conditional · novelty 5.0

MARS answers multi-hop knowledge-graph questions by iteratively retrieving ranked triple patterns and letting an LLM decide when to emit a SPARQL query, beating agentic baselines on QALD-10 without fine-tuning.

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Showing 1 of 1 citing paper.

  • MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA cs.CL · 2026-07-16 · conditional · none · ref 11

    MARS answers multi-hop knowledge-graph questions by iteratively retrieving ranked triple patterns and letting an LLM decide when to emit a SPARQL query, beating agentic baselines on QALD-10 without fine-tuning.