Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Topic modeling is a porful tool for analyzing large collections of user-generated b content, but it still suffers from problems with topic stability, which are especially important for social sciences.  evaluate stability for different topic models and propose a new model, granulated LDA, that samples short sequences of neighboring words at once.  show that gLDA exhibits very stable results.
['Sergei Koltcov', 'Sergey I. Nikolenko', 'Olessia Koltsova', 'Svetlana Bodrunova']
I am writing a research paper on a idea Stable topic modeling for web science: granulated LDA
[{"from": "human", "value": "I am writing a research paper on a idea Stable topic modeling for web science: granulated LDA"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Topic modeling is a porful tool for analyzing large collections of user-generated b content, but it still suffers from problems with topic stability, which are especially important for social sciences.  evaluate stability for different topic models and propose a new model, granulated LDA, that samples short sequences of neighboring words at once.  show that gLDA exhibits very stable results."}]