Develop NLP tool and ifrastructure for extracting hyponymes

The purpose of the task is development the tool for extracting hyponymes for an input word collocations based on determined list of word collocations.

An interface for communication with the program will be performed via the web-service which return the .josn encoded list of huponymes for incoming GET request.

Requirements: We hope the tool can achieve 80% accuracy rate and 40% recall tate.

The freelancer should complete the following milestones.


1. 1.5 weeks Finish NLP tool development. Demonstration of the results on a test sample and on collocations from the company's dataset.

2. 0.5 week Taxonomization of an input dataset. Demonstration of the semantic patterns inside the input dataset.

3. 2 weeks Development data infrastructure. Demonstration API for extracting word's hyponymes from the input dataset and API for streaming update of the taxonomized internal dataset.

Please update us about the project status every 3 days.

You will be responsible and liable for all delays. If you want to extend the time, please inform me in advance.

Evner: Big Data Sales, Maskinoplæring, Natursprog, Python

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Om arbejdsgiveren:
( 39 bedømmelser ) 上海, China

Projekt ID: #14221764

10 freelancere byder i gennemsnit $539 på dette job


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Expert python developer with experience of over 100 projects and masters in Data science. I have previously worked on natural language processing projects involving pos tagging, bi gram, tri gram sentiment analysis etc Flere

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I would like to get some sort of training data , and sample queries.

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Hello, You can see my last project which are based on Algorithm Development Machine Learning and I can complete your project perfectly. We have 10+ years experience in Java software development. We have successfu Flere

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Salutations, I have been developing with python for over 5 years. I have 2 years experience with nlp, i have applied the techniques in finance, thesaurus, and text generation. Regards

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Hello, my name is Michael. I represent Ukrainian based IT-company Webbook Inc that provides services in the IT-sphere for international business. We were carefully reviewing the requirements of the job description, so Flere

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