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[NLP] CNN for Sentence Classification

- I need help with Natural Language Processing (NLP), especially Convolutional Neural Network (CNN).


Deadline: June/04/2019

(If you can't meet this deadline please don't make a bid)


*** Check the attached "[login to view URL] file". It explains why to use CNN at first slides. Last slides have what need to be done. ***

- The main goal of this work is to implement the paper, "CNN for sentence classification", and conduct a classification task on given Movie Review dataset (MR dataset attached).

- You can use deep learning frameworks such as pytorch or tensorflow to implement the model. You don't have to implement all feed-forward and back-propagation manually. You can refer to the github link in slide 28, if you have difficulty in using the pytorch framework.

- CNN-static/non-static/multichannel models use the pre-trained word2vec in slide 29 as embedding.

- The report has to include CNN table (similar to accuracy table in slide 29) using given Movie Review dataset.

To be delivered:

- Python code file

- Implementation report (with accuracy table) (.docx)

Квалификация: Machine Learning (ML), Естественный язык, Python, Pytorch, Tensorflow

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О работодателе:
( 2 отзыв(-а, -ов) ) Dongdaemun-gu, Korea, Republic of

ID проекта: #19823104


Изображение профиля                                                     alkarajput3131
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I am a data scientist proficient in machine learning and web scrapping. My expertise in Python and R have comes from my experience in Natural Language processing, statistical analysis, web scraping etc. I also have a s Больше

$150 USD за 3 дней(-я)
(82 отзывов(-а))

4 фрилансеров(-а) в среднем готовы выполнить эту работу за $193


Hello sir I have rich experience of machine learning and am familiar with Tensorflow. I am able to make and train a CNN model to classify the MR data before deadline. I am ready to start the work. Best Regards, Больше

$250 USD за 3 дней(-я)
(111 отзывов(-а))

Dear Client. Don't worry your project. After fully reviewed the job description and I thought I can help you with my skills and experience. Because, your project is the perfect match for my skills and experience. As Больше

$150 USD за 3 дней(-я)
(35 отзывов(-а))

Hey there, I can do this project in Pytorch,Tensorflow or keras. Feel free to inbox me now. Thank you.

$220 USD за 10 дней(-я)
(17 отзывов(-а))