I need to find out the formality and informality in textual data.
Things you have to do:
1. Suggest the possible approaches (more than one) through which the formality of text can be judged.
2. Implement one of the approaches which you think would be the best fit for the problem.
Note: If the expected time and resources for training are high then you can reduce the no. of epochs as well as the no. of training examples.
3. Analyze the results and point out the possible reasons for the false cases.
About Data:
There are two data files labels_train, labels_test consisting of train and test data respectively. The structure of the files is example, score where the score is from -3.0 to 3.0, -3.0 being very informal and 3.0 very formal
Hi,
I hope you are doing fine.
I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects.
I read about your project and am interested in working with you. Please send me a message so that we can discuss more.
Best regards.
Hi,
I have +5 years of experience dealing with machine learning algorithms and worked on multiple projects in this field,
Please contact me to discuss more.
Have a nice day