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NLP , ML task for extracting features from text

Job Description:

Hello,

The goal for this task is to extract key features from sentences.

There are 3 main types of sentences : Process, Risk and Controls.

Definition of these sentences are given below and the features that are required from these sentences:

Risk Definition :

event 'a' performed by subject 'e' at instance 'b' leading to an impact 'c' on object 'd'

What - event

When - instance

How - impact

Where - object

Who - subject

Control Definition :

Subject ‘a’ performs an event ‘b’ on a object ‘c’ at a frequency / instance ‘d’ leading to an effect ‘e’

Who - subject

What - event

Where - object

When or How many - frequency / instance

This is the cause of What - effect

Process Definition :

Event ‘a’ transforms to event ‘b’ when a series of steps ’c’ are performed on object ‘d’ by subject(s)

Who - subject

What - event

Where - object

When or How many - frequency / instance

Hello,

The goal for this task is to extract key features from sentences.

There are 3 main types of sentences : Process, Risk and Controls.

Definition of these sentences are given below and the features that are required from these sentences:

Risk Definition :

event 'a' performed by subject 'e' at instance 'b' leading to an impact 'c' on object 'd'

What - event

When - instance

How - impact

Where - object

Who - subject

Control Definition :

Subject ‘a’ performs an event ‘b’ on a object ‘c’ at a frequency / instance ‘d’ leading to an effect ‘e’

Who - subject

What - event

Where - object

When or How many - frequency / instance

This is the cause of What - effect

Process Definition :

Event ‘a’ transforms to event ‘b’ when a series of steps ’c’ are performed on object ‘d’ by subject(s)

Who - subject

What - event

Where - object

When or How many - frequency / instance

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

Concernant le client :
( 34 commentaires ) NEWARK, United States

Nº du projet : #28545959

Décerné à:

(37 Commentaires)
7.2

11 freelances font une offre moyenne de 175 $ pour ce travail

jonyahmed105

Hi I can handle it. let me know thanks

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(7 Commentaires)
4.1
shubhamittal6

hello, I would like to help you and be a part of this project. I am working as a data scientist for the last two years and I love my work so much. My hands-on expertise is in data cleaning, Natural language processing Plus

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(5 Commentaires)
2.3
Valuesolutions

Hello, I hope this finds you well. I have just seen your project requiring; Python Machine Learning (ML) Deep Learning I believe that my 8-year experience in this field is what you need right away. Avoid the headach Plus

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(9 Commentaires)
4.4
martaagnes

Hey Dear Client, How are you? I have read your description and I am so interested in your project. I'm Full Stack Developer and I am well experienced and skilful PHP, C/C++ and C# and VB, Java and Python programmer. A Plus

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(2 Commentaires)
1.9
dipodaimary

I have extensive experience of using NLP with python to tackle this kind of problem. I have solved this kind of problem while working with American Express.

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(0 Commentaires)
0.0
engrasadshafiq

I have done several projects in python related to machine learning. I can do this project efficiently. Feel free to discuss.

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(0 Commentaires)
0.0
vbpatel1997

I have already worked on similar kind of project. Implemented model for extracting words from paragraph and compare it to already stored database for result retrieval.

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(0 Commentaires)
0.0