FinReflectKG -- EvalBench: Benchmarking Financial KG with Multi-Dimensional Evaluation

1. 1Identify relevant financial text data sources, such as SEC 10-K filings
2. 2Apply knowledge graph extraction methods to the text data
3. 3Evaluate the extracted knowledge graphs using FinReflectKG-EvalBench's multi-dimensional evaluation framework
4. 4Refine and improve the knowledge graph extraction models based on the evaluation results

Data scientists and AI engineers on a team can benefit from FinReflectKG-EvalBench to evaluate and improve their financial knowledge graph extraction models, while product managers can use it to inform their strategy for extracting insights from financial text

💡 FinReflectKG-EvalBench provides a unified evaluation framework for financial knowledge graph extraction, enabling more accurate and informative models

📊 FinReflectKG-EvalBench: a new benchmark for financial knowledge graph extraction from SEC 10-K filings