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cs.IR2024
Unifying Economic and Language Models for Enhanced Sentiment Analysis of the Oil Market
Himmet Kaplan, Ralf-Peter Mundani, Heiko Rölke +2
Crude oil, a critical component of the global economy, has its prices influenced by various factors such as economic trends, political events, and natural disasters. Traditional pr…
cs.IR2023★ 4 cited
CrudeBERT: Applying Economic Theory towards fine-tuning Transformer-based Sentiment Analysis Models to the Crude Oil Market
Himmet Kaplan, Ralf-Peter Mundani, Heiko Rölke +1
Predicting market movements based on the sentiment of news media has a long tradition in data analysis. With advances in natural language processing, transformer architectures have…