NLP short, proof of concept project
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£363(approx. $455)
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Data Scientist | Machine Learning Engineer | MLOps | Natural Language Processing | Python Developer
Setif
WordPress Expert✮Shopify Expert✮Graphic Designer✮AutoCAD 2D & 3D✮CV Writer & Designer✮Fullstack developer
Rawalpindi
Full stack Website developer (HTML, CSS, JAVASCRIPT/JQUERY, BOOTSTRAP, PHP, LARAVEL, WORDPRESS)
Lahore
524704190749096788919927833636573391289351681116150846625512468287736830246
Description
Experience Level: Intermediate
I need a proof on concept on a NLP project to show how an NLP model can automate an essay. I want to showcase how 1-2 essays could be assessed by a model, at this stage I am just looking for a pass or fail result.
How we go about this could be in a discussion, this could be through vocabulary and the verb at the start of the question - again, this could be discussed.
The choice of use of RNN or transformer could be used. Past research papers have pointed to with random forest regression or transformer; again, I am open to discussion.
I have the dataset in the form of essay papers. We can split them train/ test. We can help in a way
The output would be to see the accuracy on a pass/fail result if the model was able to predict if the work was good or not, compared to a human score which we would conduct prior to training
Again, all of the details can be discussed more
How we go about this could be in a discussion, this could be through vocabulary and the verb at the start of the question - again, this could be discussed.
The choice of use of RNN or transformer could be used. Past research papers have pointed to with random forest regression or transformer; again, I am open to discussion.
I have the dataset in the form of essay papers. We can split them train/ test. We can help in a way
The output would be to see the accuracy on a pass/fail result if the model was able to predict if the work was good or not, compared to a human score which we would conduct prior to training
Again, all of the details can be discussed more
Robert M.
100% (1)Projects Completed
1
Freelancers worked with
1
Projects awarded
33%
Last project
28 Mar 2022
United Kingdom
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