Papers by Thomas Bonnier
Revisiting Multimodal Transformers for Tabular Data with Text Fields (2024.findings-acl)
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| Challenge: | Tabular data with text fields can be used in financial risk assessment and diagnosis prediction. |
| Approach: | They propose a tabular/text dual-stream Transformer network with numerical embedding schemes and an overall attention module to estimate whether a prediction is uncertain. |
| Outcome: | The proposed model can estimate whether a prediction is uncertain or not based on two well-informed modality streams . |