FIELD NOTES TOPIC
graph extraction
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PEARL: Auditable Repair for Scientific Reasoning Graph Extraction
The paper proposes a new framework called PEARL for extracting reliable scientific reasoning graphs from Large Language Models (LLMs). The LLM outputs often contain errors such as malformed syntax, incorrectly oriented…
