Papers with real-world application case studies
Guided Attention Multimodal Multitask Financial Forecasting with Inter-Company Relationships and Global and Local News (2022.acl-long)
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| Challenge: | Stock returns in financial markets are influenced by textual information from diverse sources. |
| Approach: | They propose a model that captures both global and local multimodal information for investment and risk management-related forecasting tasks. |
| Outcome: | The proposed model outperforms state-of-the-art models in several forecasting tasks and important real-world applications. |