Neural Models for Sequence Chunking
Table 7: Comparison with published results on the ATIS data
['Methods', 'F1-score']
As shown in the table, many researchers have done a lot of work which uses deep neural networks for slot filling. Compared with previous results, our Model III gets the state-of-the-art performance 95.86%.