Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The problem of classifying text with respect to belonging to a document or a meta-document is formulated and its application areas are proposed. An algorithm is proposed for document classification tasks where counts of words is insufficient do differentiate beten such abstract classes of text as metalanguage and object-level.  extend the parse tree kernel method from the level of individual sentences towards the level of paragraphs, based on anaphora, rhetoric structure relations and communicative actions linking phrases in different sentences. Tree kernel learning technique is applied to these extended trees to leverage of additional discourse-related information.  evaluate our approach in the domain of action-plan documents.
['Boris A. Galitsky', 'Dmitry I. Ilvovsky', 'Sergei O. Kuznetsov']
I am writing a research paper on a idea Text Classification into Abstract Classes Based on Discourse Structure
[{"from": "human", "value": "I am writing a research paper on a idea Text Classification into Abstract Classes Based on Discourse Structure"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The problem of classifying text with respect to belonging to a document or a meta-document is formulated and its application areas are proposed. An algorithm is proposed for document classification tasks where counts of words is insufficient do differentiate beten such abstract classes of text as metalanguage and object-level.  extend the parse tree kernel method from the level of individual sentences towards the level of paragraphs, based on anaphora, rhetoric structure relations and communicative actions linking phrases in different sentences. Tree kernel learning technique is applied to these extended trees to leverage of additional discourse-related information.  evaluate our approach in the domain of action-plan documents."}]