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Some NLP projects to apply text preprocessing techniques , Text Representation , Sentiment Analysis , LSTM , Similarity and Text Clustering

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tamaraabuhawileh/NLP-Projects

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NLP Projects

1 ) Text Similarity Project - Deployed With Django

- BOW

- TF-IDF

- Gensim - Pretrained Model (Google News Model)

- Gensim - Trained on Tweets Dataset

- Spacy Model "en_core_web_md"

Web App Preview

- Main Screen

Main

- Test 1 - High Similarity

test1

- Test 1 - Low Similarity

test2

2) Arabic Reviews Sentiment Analysis

Accuracy: 0.9875

- World Cloud

wc

- LSTM - Confusions Matrix

CM

3) Text Clustering Using LDA

lda

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Some NLP projects to apply text preprocessing techniques , Text Representation , Sentiment Analysis , LSTM , Similarity and Text Clustering

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