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ML and NLP model to extract semantically and syntactically similar sentences

The task is to extract semantically and syntactically similar sentences. Focus needs to be more on semantics.

Retrieve at max top 10 semantically and syntactically similar sentences for each sentence.

The input needs to be in an excel format with 2 columns (column A ‘Risk Description’ and column B ‘Control Description’)

The similarity comparison will be made on column B ‘Control Description’.

There need to be two scores associated with similar sentences.

1. Similarity %

2. Similarity rationalization (low, medium and high). If similarity % < 50 then its low, if similarity % is between 50 and 75 then its medium and if its > 75 then its high.

Output will be in an excel format with the following columns ’Control Description’, Similar Sentences, Risk Description, % similarity for each similar sentence,Similarity rationalization, reasoning why the controls are similar. )

Taidot: Machine Learning (ML), Deep Learning, Python

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Tietoa työnantajasta:
( 33 arvostelua ) NEWARK, United States

Projektin tunnus: #28356825

Myönnetty käyttäjälle:

evgenijkolotov

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2.0

7 freelanceria on tarjonnut keskimäärin $185 tähän työhön

umg536

Hi there, I'm bidding on your project "ML and NLP model to extract semantically and syntactically similar sentences" I am a data scientist and Being an expert machine learning and artificial intelligence I can do this Lisää

$250 USD 4 päivässä
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5.2
sgadou

Hi, there. I am a machine learning engineer good at several deep learning algorithms. I am proficient in Python, OpenCV, Keras Tensorflow, PyTorch and Scikit-learn. Carefully checked your requirements. I can help you w Lisää

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digicomsolution1

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$140 USD 7 päivässä
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4.3
mahdejas

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3.3
denzelakwanie

I am an experienced python developer specialised in machine learning and artificial intelligence. I have done similar and related task where one of the tasks was to look for similar words in one's cv. The similarity of Lisää

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kazemmojtama

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2.3