Decision support from financial disclosures with deep neural networks
and transfer learning

Decision support from financial disclosures with deep neural networks and transfer learning

11 October 2017

Mathias Kraus

Stefan Feuerriegel

Papers citing "Decision support from financial disclosures with deep neural networks and transfer learning"

12 / 12 papers shown

Title
Pre-trained Large Language Models for Financial Sentiment Analysis Wei Luo Dihong Gong AIFin 12 2 0 10 Jan 2024
Fast and Accurate FSA System Using ELBERT: An Efficient and Lightweight BERT Siyuan Lu Chenchen Zhou Keli Xie Jun Lin Zhongfeng Wang 14 1 0 16 Nov 2022
Deep Learning Neural Networks for Emotion Classification from Text: Enhanced Leaky Rectified Linear Unit Activation and Weighted Loss Hui Yang Abeer Alsadoon P. Prasad Thair Al-Dala’in Tarik Ahmed Rashid Angelika Maag O. H. Alsadoon 17 7 0 04 Mar 2022
Some Critical and Ethical Perspectives on the Empirical Turn of AI Interpretability Jean-Marie John-Mathews 45 33 0 20 Sep 2021
AI in Finance: Challenges, Techniques and Opportunities LongBing Cao AIFin 28 240 0 20 Jul 2021
Deep Learning for Financial Applications : A Survey A. Ozbayoglu M. U. Gudelek Omer Berat Sezer AIFin AI4CE 31 385 0 09 Feb 2020
Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019 Omer Berat Sezer M. U. Gudelek A. Ozbayoglu AI4TS 33 990 0 29 Nov 2019
Can Deep Learning Predict Risky Retail Investors? A Case Study in Financial Risk Behavior Forecasting Yaodong Yang A. Kolesnikova Stefan Lessmann Tiejun Ma M. Sung Johnnie E. V. Johnson 19 105 0 14 Dec 2018
How deep is deep enough? -- Quantifying class separability in the hidden layers of deep neural networks Junhong Lin C. Metzner Andreas K. Maier V. Cevher Holger Schulze Patrick Krauss 21 56 0 05 Nov 2018
Role of Awareness and Universal Context in a Spiking Conscious Neural Network (SCNN): A New Perspective and Future Directions Ahsan Adeel 10 0 0 05 Nov 2018
Investor Reaction to Financial Disclosures Across Topics: An Application of Latent Dirichlet Allocation Stefan Feuerriegel Nicolas Pröllochs 11 32 0 08 May 2018
News-based forecasts of macroeconomic indicators: A semantic path model for interpretable predictions Stefan Feuerriegel J. Gordon 21 46 0 22 Jan 2018