SRP combines reference retrieval, relation checking, and iterative self-reflection to improve LLM question answering over knowledge graphs, reporting gains over Readi on WebQSP, CWQ, and GrailQA.
Table 6: Prompts of relation check
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
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Self-Reflective Planning with Knowledge Graphs: Enhancing LLM Reasoning Reliability for Question Answering
SRP combines reference retrieval, relation checking, and iterative self-reflection to improve LLM question answering over knowledge graphs, reporting gains over Readi on WebQSP, CWQ, and GrailQA.