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QuantMind is an open-source framework for intelligent knowledge extraction and retrieval in quantitative finance. It can automatically fetch unstructured content like papers and news, build a queryable structured knowledge base, and support natural language retrieval.
Proposes SKG-Eval, a quasi-deterministic evaluation framework for multi-turn dialogue that uses incremental semantic knowledge graphs to detect cross-turn inconsistencies, contradiction, and topic drift, achieving higher correlation with human judgments.