Here is the code of the paper titled "Modal-adaptive Knowledge-enhanced Graph-based Financial Prediction from Monetary Policy Conference Calls with LLM", which is accepted by LREC Coling 2024-FinNLP (oral).
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prepare the FINDKG Please refer to https://github.com/xiaohui-victor-li/FinDKG
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Download Hu-BERT and process the audio https://github.com/facebookresearch/fairseq/tree/main/examples/hubert
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The processed video data can be downloaded at https://github.com/monopoly-monitory-policy-calls/MONOPOLY
Video Data can be downloaded from these links:
Fderal Reserve (USA): https://drive.google.com/file/d/1m2NT8cmdZjayzDa0Ezzp5q5F24W8E2dW/view?usp=share_link
Bank of England: https://drive.google.com/file/d/1DST6_MWwIx5Dh5DkN75o8TB1DUK9d0JQ/view?usp=share_link
European Central Bank: https://drive.google.com/file/d/19Y2Iw49l4lRUryQAmEdcrakOAOI-iVM7/view?usp=share_link
Reserve Bank of New Zealand: https://drive.google.com/file/d/1F_yZSiAjcAO9vPuOmiRI5T4d77S5oyPE/view?usp=share_link
South African Reserve Bank: https://drive.google.com/file/d/14kXkZKOifRV_UNW8LMydu0l2_7a7KVgE/view?usp=share_link
Citation
@inproceedings{ouyang-etal-2024-modal-adaptive, title = "Modal-adaptive Knowledge-enhanced Graph-based Financial Prediction from Monetary Policy Conference Calls with {LLM}", author = "Ouyang, Kun and Liu, Yi and Li, Shicheng and Bao, Ruihan and Harimoto, Keiko and Sun, Xu", booktitle = "Proceedings of the Joint Workshop of the 7th Financial Technology and Natural Language Processing, the 5th Knowledge Discovery from Unstructured Data in Financial Services, and the 4th Workshop on Economics and Natural Language Processing @ LREC-COLING 2024", month = may, year = "2024", pages = "59--69" }