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This repository contains Experiment Dataset of paper entitled: "Utilizing Weak Supervision to Generate Indonesian Conservation Datasets" |
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Dataset structure: |
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mongabay-experimental-dataset/ |
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|- sentiment-classification/ |
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|- softlabel-train-lfv0-cm.csv |
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|- softlabel-train-lfv0-mv.csv |
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|- softlabel-train-lfv1-cm.csv |
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|- gold-label/ |
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|- valid-gold.csv |
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|- test-gold.csv |
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|- tags-classification/ |
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|- softlabel-train-cm.csv |
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|- softlabel-train-mv.csv |
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|- gold-label/ |
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|- valid-gold.csv |
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|- test-gold.csv |
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Filename explanation: |
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- lfvX means version of labeling_functions vX, where the main version of this experiment is v0 |
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- cm means weak dataset constructed using Covariance Matrix label model |
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- mv means weak dataset constructed using Majority Voter |
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