Papers by Rakeb Hasan
Named Entity Recognition in Industrial Tables using Tabular Language Models (2022.emnlp-industry)
Copied to clipboard
| Challenge: | Table transformers are used for encoding tabular data but are not yet used in industrial applications. |
| Approach: | They propose a dedicated table data augmentation strategy based on available domain-specific knowledge graphs to enhance the performance of transformer-based models. |
| Outcome: | The proposed model outperforms baseline models and its inductive bias is vital for convergence of transformer-based models. |