ABSA

This is pipeline for Aspect-Based Sentiment Analysis of texts. Primary tasks:

• extract aspect terms;
• classify aspect terms on aspect categories;
• classify aspect terms on polarity.

Essential processing stages:

Setup

• Python >= 3.7
• Poetry >= 0.12
• PyTorch >= 1.5

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Execution

python train.py    # to train classifiers
python example.py  # to process text in example directory