Research Article
A Joint Model of Natural Language Understanding for Human-Computer Conversation in IoT
Table 4
The ablation test on ATIS dataset.
| | Overall (Acc) | Intent (Acc) | Slot (F1) |
| | Bi-transfer(our model) | 88.02 | 98.66 | 96.00 | | Bi-transfer (no information transfer) | 87.63 | 96.41 | 95.88 | | Bi-transfer (no type-aware attention) | 87.12 | 96.97 | 95.72 | | Bi-transfer (no both component) | 84.99 | 94.84 | 93.83 |
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