Papers with post-hoc calibration of coarse-grained positions
Hierarchical Structured Model for Fine-to-Coarse Manifesto Text Analysis (N18-1)
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| Challenge: | Election manifestos document the intentions, motives, and views of political parties. |
| Approach: | They propose a hierarchical structured deep model to predict fine- and coarse-grained positions and a probabilistic soft logic model to perform post-hoc calibration of coarse- and fine-grain positions. |
| Outcome: | The proposed model outperforms state-of-the-art approaches at both granularities using manifestos from twelve countries, written in ten different languages. |