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PreBit – A multimodal model with Twitter FinBERT embeddings for extreme price movement prediction of Bitcoin
[article]
2023
arXiv
pre-print
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In this paper, we propose a multimodal model for predicting extreme price fluctuations. This model takes as input a variety of correlated assets, technical indicators, as well as Twitter content. ...
By combining these embeddings with a Convolutional Neural Network, we built a predictive model for significant market movements. ...
FinBERT embeddings for extreme price movement prediction of Bitcoin ...
arXiv:2206.00648v2
fatcat:4varvv4dqresxfqbhwsxzxbkvy