Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  presents a novel data-driven Topic Switch Model based on a cognitive representation of a limited set of topics that are currently in-focus, which determines what utterances are chosen next. The transition model was statistically learned from a large set of transcribed dyadic interactions. Results show that using our proposed model results in interactions that on average last 2.17 times longer compared to the same system without our model.
['Wenjue Zhu', 'Andry Chowanda', 'Michel François Valstar']
I am writing a research paper on a idea Topic Switch Models for Dialogue Management in Virtual Humans
[{"from": "human", "value": "I am writing a research paper on a idea Topic Switch Models for Dialogue Management in Virtual Humans"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  presents a novel data-driven Topic Switch Model based on a cognitive representation of a limited set of topics that are currently in-focus, which determines what utterances are chosen next. The transition model was statistically learned from a large set of transcribed dyadic interactions. Results show that using our proposed model results in interactions that on average last 2.17 times longer compared to the same system without our model."}]