On Neural Forecasting and News Emotions: The Case of the Spanish Stock Market

Author:

Consoli Sergio,Negri Matteo,Tebbifakhr Amirhossein,Tosetti Elisa,Turchi Marco

Publisher

Springer International Publishing

Reference11 articles.

1. Barbaglia, L., Consoli, S., Manzan, S.: Forecasting with economic news. SSRN Working paper (2020)

2. Bostan, L.-A.-M., Klinger, R.: An analysis of annotated corpora for emotion classification in text. In: Proceedings of the 27th International Conference on Computational Linguistics, pp. 2104–2119 (2018)

3. Consoli, S., Negri, M., Tebbifakhr, A., Tosetti, E., Turchi, M.: Forecasting the IBEX-35 stock index using deep learning and news emotions. In: Proceedings of LOD 2021: The 7th International Conference on Machine Learning, Optimization & Data Science (2021, submitted)

4. Devlin, J., Chang, M.-W., Lee, K., Toutanova, K.: BERT: pre-training of deep bidirectional transformers for language understanding. In: ACL-HLT 2019 Conference Proceedings, vol. 1, pp. 4171–4186 (2019)

5. Ekman, P., Cordaro, D.: What is meant by calling emotions basic. Emot. Rev. 3(4), 364–370 (2011)

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1. Forecasting the IBEX-35 Stock Index Using Deep Learning and News Emotions;Machine Learning, Optimization, and Data Science;2022

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