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codes.fin.relation

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This repo is for the paper titled "Financial Risk Relation Identification through Dual-view Adaptation".

📂 Repository Structure

  • /CAVDSR/
    Implements the CAVDSR (Correlation of Absolute Values of Daily Stock Returns) metric, used to evaluate alignment between textual risk relations and stock market signals.
    👉 See /CAVDSR/README.md for details.

  • /ADGAT/
    Contains code for the Adaptive Dynamic Graph Attention Network (ADGAT), designed to model evolving firm–firm relations through GNN architectures.
    👉 See /ADGAT/README.md.

  • /FinanceRAG/ (MultiHiertt)
    Houses implementations of MultiHiertt, a hierarchical retrieval and reasoning framework for financial documents, integrated into a Finance-specific RAG pipeline.
    👉 See /FinanceRAG/README.md.

  • /Preprocessing
    Download and preprocess Form 10-K filings.
    👉 See /Preprocessing/README.md.


Model Download

Please refer to the huggingface link for more details.

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