Forecasting Bitcoin Price Trends: Leveraging Natural Language Processing and Bing GPT Data Augmentation for Enhanced Predictive Insights
Published in Unpublished, 2022
Recommended citation: Tytarenko, S., & Lefebo, K. T. (2023). "Forecasting Bitcoin Price Trends: Leveraging Natural Language Processing and Bing GPT Data Augmentation for Enhanced Predictive Insights." Fordham Graduate School of Arts and Sciences, New York, USA. Email: [stepantita@fordham.edu, klefebo@fordham.edu]. http://stepantita.github.io/files/CryptoBERT.pdf
In this paper we describe a framework for simple classification dataset creation with minimal labeling effort. We create a dataset for Ukrainian news classification and compare several pretrained models for Ukrainian language in different training settings.
Recommended citation: Tytarenko, S., & Lefebo, K. T. (2023). “Forecasting Bitcoin Price Trends: Leveraging Natural Language Processing and Bing GPT Data Augmentation for Enhanced Predictive Insights.” Fordham Graduate School of Arts and Sciences, New York, USA. Email: [stepantita@fordham.edu, klefebo@fordham.edu].