Figure 4 shows the LCR curves for MultiWoz, with a trend similar to the previous section: the word-level models can only achieve task reward improvement by sacrificing their response decoder PPL.
dealOrNodeal is a negotiation dataset that contains 5805 dialogs based on 2236 unique scenarios .