Shypd.aiThe largest open index of AI toolsAspect-Based-Sentiment-Analysis is an open-source AI tool that classifies sentiment in texts for specific aspects. It provides explainable ML predictions, making it easier to infer the reliability of results.
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Aspect-Based-Sentiment-Analysis is an open-source Python package designed to classify the sentiment of potentially long texts concerning various aspects. A key differentiator is its support for explainable machine learning, providing insights into model predictions to help users understand and infer the reliability of the decisions made. The package is standalone, scalable, and highly extensible, allowing users to build custom models tailored to their specific data. It leverages Transformer architecture and TensorFlow, offering a robust solution for sentiment analysis. The tool also includes a 'professor' component that supervises and explains model predictions, potentially dismissing suspicious outputs. It provides ready-to-use models for restaurant and laptop domains, with clear instructions for installation and usage via pip or conda.
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Open Source
Free
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