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Extractive and Abstractive Text summarization

The project involves text summarization of amazon product reviews using deep learning. The requirement is described as follows:

1) combine the amazon reviews dataset from this link [login to view URL]

2) clean and transform the data to the required format

3) implementation is divided into four (4) phase.

4)The first phase is to perform extractive summarization using TextRank

5) the second phase involves performing Deep neural network using LSTM with one layer, third phase involves LSTM with two layers and the fourth phase involves bidirectional LSTM with 3 layers

6) train the models from step 5

7) evaluate the model result from step 6

8)measure the ROUGE score

Note I have done step 1 to step 4, I need your expertise and resources to help complete the remaining steps. Thanks

Kĩ năng: Python, Machine Learning (ML), Khai thác dữ liệu, Deep Learning

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Về Bên Thuê:
( 3 nhận xét ) Dublin, Ireland

ID dự án: #26578949

Được trao cho:

schoudhary1553

Hi, Greetings! ✅checked your project details: Extractive and Abstractive Text summarization ✅Completed Time: In project deadline We have worked on 600 + Projects. I have 6 + years of the experience in same kind Thêm

€30 EUR trong 12 ngày
(59 Đánh Giá)
6.4

19 freelancer đang chào giá trung bình €210 cho công việc này

liveexperts123

Hi there, I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the Thêm

€250 EUR trong 7 ngày
(20 Nhận xét)
6.2
suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have recently working on yelp review classification using NLP and deep learning techniques which makes me perfect candidate for this task. Thêm

€500 EUR trong 7 ngày
(37 Nhận xét)
5.8
(33 Nhận xét)
4.9
ashikmohann

hi i am an data analyst with experience in machine learning and deep learning. i can do this as per your budget and the deadline details ,I can start now and prepare the code in notebook with explanations. i have alr Thêm

€140 EUR trong 1 ngày
(16 Nhận xét)
4.8
Khayal92

Hello. As a ProfessionaL in ML and DL, I have rich experience in LSTM as well as word2vec. When it comes to NLP/NLU, I have deep knowledge. Please contact me and let us discuss the project in detail. Regards. Khayal.

€250 EUR trong 2 ngày
(19 Nhận xét)
4.7
umg536

Hi there, I'm bidding on your project "Extractive and Abstractive Text summarization" I am a data scientist and Being an expert machine learning and artificial intelligence I can do this project for you. please leave Thêm

€350 EUR trong 7 ngày
(7 Nhận xét)
4.8
benliao

Hello How are you ☆☆☆ My skill Python, ML ☆☆☆ I think my experience can help you enough. It's always ready, so you can discuss more via chat. If you believe in me please send me a message. Thank you. Liao Z

€250 EUR trong 4 ngày
(6 Nhận xét)
4.2
gurumail10

Hi I am a data scientist working in the machine learning from past 3 years. i have worked upon similar project you can check my portfolio where i did text summarisation of books using Lstm. we can discuss it in the det Thêm

€389 EUR trong 7 ngày
(12 Nhận xét)
4.0
nrajuu07

Hey! I am having more than 3 years of industry level experience in Natural Language Processing, Deep Learning, Machine Learning, and Computer Vision. Projects Done for MNC Companies:- I have received funds worth 1000$ Thêm

€160 EUR trong 2 ngày
(8 Nhận xét)
3.6
Sam0072

hello sir , I am a machine learning engineer having 5+ years of experience . I have done many projects on image classification either in agriculture sector or in medical sectors. I have used many framework for object Thêm

€78 EUR trong 2 ngày
(15 Nhận xét)
3.6
Demenntor

Dear Employer, I have read the project details and confident to work on extractive and abstractive text summarization. I have extensive knowledge on python, machine learning, Data Mining and Deep Learning. Kindly mes Thêm

€250 EUR trong 2 ngày
(15 Nhận xét)
3.8
hopshopparis

Hi, there. I have 5+ years of hands-on experience in machine learning. I'm good at various deep learning frameworks such as Tensorflow, Keras and PyTorch. If you award me, I can guarantee the qualified results in time. Thêm

€200 EUR trong 5 ngày
(3 Nhận xét)
2.7
hss1997

Hi, I am a Data Scientist and machine learning expert. Have done several projects using deep learning, machine learning. Possesses expertise of 5 years. Would deliver high quality work and complete within deadline. Kin Thêm

€220 EUR trong 5 ngày
(2 Nhận xét)
2.9
FredrickSykes

Thanks for your job posting I just read your job posting and your job catches my eye. I am professional web developer with skills including Data Mining, Machine Learning (ML), Deep Learning and Python. My deep experie Thêm

€100 EUR trong 2 ngày
(0 Nhận xét)
0.0
IvanDmitrivi

Hi, I am a ML engineer with extensive experience in word processing and natural language. I can build a model on PyTorch and select the optimal parameters. It will be a pleasure to cooperate with you

€150 EUR trong 3 ngày
(0 Nhận xét)
0.0
khuramabbasi

recommended by live experts. Hi there, I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss t Thêm

€30 EUR trong 7 ngày
(0 Nhận xét)
0.0
rbhatiabscs15se9

I am experienced machine learning engineer, I can do this real quick, 3 days is just buffer. I am looking forward to work with you. I am new on freelancer, it will be my first project. I will be honored to work with yo Thêm

€140 EUR trong 3 ngày
(0 Nhận xét)
0.0
rohanbagaria

Hi, I am a professional data scientist with core expertise in NLP. I have previously worked on Topic Modelling, text classifiers,etc. Have also gone through the research paper on pointer generation networks for summar Thêm

€244 EUR trong 7 ngày
(0 Nhận xét)
0.0