Update Product Sentiment Dataset - Githubissues

GlobalMaksimum / sadedegel

A General Purpose NLP library for Turkish

http://sadedegel.ai

MIT License

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Update Product Sentiment Dataset #245

Closed dafajon closed 3 years ago

dafajon commented 3 years ago

Current product review prebuilt model implementation suffers from low F1 score for public use. The dataset's NEUTRAL label is very noisy. In order make the PR appropriate for merge, I propose following approaches:

New dataset used in this paper
Keep current data, eliminate neutral label and re-label neutral instances as positive and negative with semi-supervised learning.
Implement both above as separate corpuses. product_review and product_review_semisupervised

This will address pending request on #238

dafajon commented 3 years ago

Addressed via a patch in e552b4b.