GitHub - ZeusCoderBE/NLP-clustering-word--Vietnamese-Sentiment-Analysis: NLP-clustering(word) -Vietnamese Sentiment Analysis using artificial neural network

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NLP-clustering(word) -Vietnamese Sentiment Analysis using artificial neural network

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Name		Name	Last commit message	Last commit date
Latest commit History 52 Commits
SQL		SQL
data		data
design		design
function		function
history		history
model		model
source		source
static		static
templates		templates
visualization		visualization
README.md		README.md
app.py		app.py
statistics.csv		statistics.csv

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Workflow: Applying artificial neural networks to build models to analyze customer emotions based on comments and evaluation serves for determination business-related trends

Visualize word context and semantic correlation

Ploting learning curves LSTM for sentiment analysis:

Ploting learning curves Hybrid CNN with LSTM for sentiment analysis:

Data Information:

Train Data: 7,786 samples
Dev: 1,112 samples
Test Data: 2,224 samples
Link: Dataset Repository

Attribute Information:

id : the id of comment
comment: Commentary content
n_star: User rating for the smartphone (stars)
data_time: Date and time the comment was posted
label: Sentiment label of the comment

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NLP-clustering(word) -Vietnamese Sentiment Analysis using artificial neural network

machine-learning deep-learning sentiment-analysis nlp-machine-learning lstm-neural-networks cnn-text-classification generative-ai

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