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Extract Probabilities from the BERT model (NLP), GitHub Repo Available

I need to extract document probabilities from the BERT model. There are many posts talking about implementation. The Github Repo provides docker, so install the repo should not be a problem.

For quick starts, this might be helpful:

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I have 2 types of input files for two types of speeches (L and Q): one contains sentence_ID and content (T1_Table). The other has 2 columns, each line records the beginning and end of a paragraph: The beginning sentence_ID (starting from 0), end sentence_ID. Please note that the sentence IDs start from 0 (T2_Table).

We need to extract the probability of each paragraph for both two types of speech (L and Q) and save the embeddings for each sentence for both L and Q.

All files can be found here

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Final deliverables:

1. script

2. sentence embeddings with sentence_id for L and Q

3. paragraph probabilities with paragraph_id

Taidot: Python, tiedonlouhinta, Deep Learning

Tietoa työnantajasta:
( 0 arvostelua ) Central, Hong Kong

Projektin tunnus: #21279001

Myönnetty käyttäjälle:

mehullala1706

Hello, I have worked with BERT before and I can do your tasks within budget and timeline.

$140 USD 5 päivässä
(6 Arvostelua)
4.5

8 freelanceria on tarjonnut keskimäärin 159$ tähän työhön

williams115

Hi there - My name is Phong. I’ve read your brief and I am very interested in this project because I have good knowledge and rich practical experience in these fields. I am highly qualified for this project and would l Lisää

$140 USD 7 päivässä
(34 arvostelua)
5.8
dinhfreedom

Dear sir. Your project attracted my attention at first glance, because I've extensive experience in NLP Programming. I'm really confident about your project, and very eager to join your project. If we have a chance to Lisää

$200 USD 7 päivässä
(37 arvostelua)
5.9
AlexanderPGR

Hi, there. I am very interested in your Python project. I have high Python skill and can work anytime from now on. Please contact me and discuss further. Thanks.

$140 USD 7 päivässä
(19 arvostelua)
5.1
topexpert713

Hi, Nice to meet you! I am very interesting your project and I am confident of I can help your job. I am confident of this project as I'm a professional Python expert with over 7 years of experience. Seems to be an in Lisää

$200 USD 7 päivässä
(12 arvostelua)
4.2
AntonKozel

Good day! I'm a licensed full stack programming developer and designer. I have many experiences in python/Django and python selenium webscraping and python image processing by using python openCV package. I have many Lisää

$140 USD 7 päivässä
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0.0
abubakarayyub01

Dear Hiring Manager, We are a team of professional members that are certified and having years of experience of Python, Excel VBA, R Program Language, C++, C#, Neural Networks, Machine Learning (ML), Data Science,Java Lisää

$200 USD 3 päivässä
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anassbouaita

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0.0