This repo is for the paper titled "Financial Risk Relation Identification through Dual-view Adaptation".
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/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.mdfor 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.
Please refer to the huggingface link for more details.