/Enhancing-Vietnamese-Sentiment-Analysis-with-Ensemble-Networks

This is the official source code of our IEA/AIE 2021 paper

Primary LanguagePython

A Novel Approach for Enhancing Vietnamese Sentiment Classification

About Project

In this paper, we aim at investigating the binary classification problem for Vietnamese sentiment analysis, where our model can predict positive or negative sentiment given a user review

Data Statistics

We demonstrate the power of our methods on two datasets:

Dataset #Positive #Negative #Total
AIVIVN Dataset train 8690 7383 16073
test 5767 5214 10981
Our Dataset train 11765 3235 15000
test 137833 30210 168043

Experimental Results

  • Baseline methods:
  • Our proposed ensemble methods:

Citation

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Contact

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