Memory-augmented Dialogue Management for Task-oriented Dialogue Systems
Table 3. Ontology of the DM-DSTC dataset. The Res_name indicates restaurant name. The average value number of informable slots is 54 which is much higher than that of DMBD dataset. The enhanced complexity of DM-DSTC reflects the characteristics of real-world dialogue data.
['[BOLD] Informable slots Name', '[BOLD] Informable slots #Value', '[BOLD] Requestable slots Name']
The resulting DM-DSTC is composed of four informable and nine requestable slots, and the average value number of informable slots is 54, which is much higher than that of DMBD, and the enhanced complexity of DM-DSTC dataset reflects the characteristics of real-world data which is more stochastic and noisy. We also created a special slot for requestable slots in this experiment as we did in the DMBD experiment.