Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  present a method of improving the performance of dialog act tagging in identifying minority classes by using per-class feature optimization and a method of choosing the class based not on confidence, but on a cascade of classifiers.  show that it gives a minority class F-measure error reduction of 22.8%, while also reducing the error for other classes and the overall error by about 10%.
['Adinoyi Omuya', 'Vinodkumar Prabhakaran', 'Owen Rambow']
I am writing a research paper on a idea Improving the Quality of Minority Class Identification in Dialog Act Tagging
[{"from": "human", "value": "I am writing a research paper on a idea Improving the Quality of Minority Class Identification in Dialog Act Tagging"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  present a method of improving the performance of dialog act tagging in identifying minority classes by using per-class feature optimization and a method of choosing the class based not on confidence, but on a cascade of classifiers.  show that it gives a minority class F-measure error reduction of 22.8%, while also reducing the error for other classes and the overall error by about 10%."}]