Hii.. I done first project in this next is thinking about financial behaviour prediction from text.. but I don’t find a it suitable . Can u pls some novel thing related to sentiment analysis. Thanx in advance.
Hey, there are many novel ideas that complement sentiment analysis, such as emotion detection from chats, sarcasm detection, and analyzing political inclinations from tweets. I’d also recommend checking out my 'Building Multi-Task NLP Model' video, where I analyzed various aspects of sentiment using a single model. Hope that helps!
@@InsightsByRish yes.. but there is lots of work done in finding emotions from text,audio etc. sarcasm is also done still not finding any certain things to go. In case of model improvements what we can do? Pls suggest
@@InsightsByRish can u pls elovrate sentiment,emotion are different in their granularity. But is opinion polarity subjectivity and intensity what is the difference between them
LogisticRegression(max_iter=100) returns accuracy score of 0.89
Thank you for sharing! With proper fine-tuning, Random Forest can also reach a similar level of accuracy
Hii.. I done first project in this next is thinking about financial behaviour prediction from text.. but I don’t find a it suitable . Can u pls some novel thing related to sentiment analysis. Thanx in advance.
Hey, there are many novel ideas that complement sentiment analysis, such as emotion detection from chats, sarcasm detection, and analyzing political inclinations from tweets. I’d also recommend checking out my 'Building Multi-Task NLP Model' video, where I analyzed various aspects of sentiment using a single model. Hope that helps!
@@InsightsByRish yes.. but there is lots of work done in finding emotions from text,audio etc. sarcasm is also done still not finding any certain things to go. In case of model improvements what we can do? Pls suggest
@@InsightsByRish can u pls elovrate sentiment,emotion are different in their granularity. But is opinion polarity subjectivity and intensity what is the difference between them