We also extract entity-level features (e.g., directors, actors, year) using the MovieWiki dataset (Miller et al., 2016) (See Figure 1).
note that only the full supervised model (+Decide) and the fine-tuned model (+Plan) can appropriately operate every function required of an expert agent such as producing utterances, recommending items, and deciding to speak or recommend.