Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  defines a systematic approach to Opinion Mining (OM) on YouTube comments by (i) modeling classifiers for predicting the opinion polarity and the type of comment and (ii) proposing robust shallow syntactic structures for improving model adaptability.  rely on the tree kernel technology to automatically extract and learn features with better generalization por than bag-of-words. An extensive empirical evaluation on our manually annotated YouTube comments corpus shows a high classification accuracy and highlights the benefits of structural models in a cross-domain setting.
['Aliaksei Severyn', 'Alessandro Moschitti', 'Olga Uryupina', 'Barbara Plank', 'Katja Filippova']
I am writing a research paper on a idea Opinion Mining on YouTube
[{"from": "human", "value": "I am writing a research paper on a idea Opinion Mining on YouTube"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  defines a systematic approach to Opinion Mining (OM) on YouTube comments by (i) modeling classifiers for predicting the opinion polarity and the type of comment and (ii) proposing robust shallow syntactic structures for improving model adaptability.  rely on the tree kernel technology to automatically extract and learn features with better generalization por than bag-of-words. An extensive empirical evaluation on our manually annotated YouTube comments corpus shows a high classification accuracy and highlights the benefits of structural models in a cross-domain setting."}]