Type-aware Convolutional Neural Networks for Slot Filling
Table 6: Impact of entity linking and coreference resolution and type-aware convolutional neural networks on the slot filling pipeline.
['hop 0', 'joint', '[ITALIC] P 32.42', '[ITALIC] R 27.84', '[ITALIC] F1 29.95', 'Δ [ITALIC] F1']
In our last analysis, we present ablation studies showing the impact of entity linking, coreference resolution and type-aware neural networks. Furthermore, the type-aware neural networks for slot filling are the main contribution of this paper.