Datasets:
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Browse files- readme.txt +27 -0
- sentiment-classification/gold-label/test-gold.csv +0 -0
- sentiment-classification/gold-label/valid-gold.csv +0 -0
- sentiment-classification/softlabel-train-lfv0-cm.csv +0 -0
- sentiment-classification/softlabel-train-lfv0-mv.csv +0 -0
- sentiment-classification/softlabel-train-lfv1-cm.csv +0 -0
- tags-classification/gold-label/test-gold.csv +0 -0
- tags-classification/gold-label/valid-gold.csv +0 -0
- tags-classification/softlabel-train-cm.csv +0 -0
- tags-classification/softlabel-train-mv.csv +0 -0
readme.txt
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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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sentiment-classification/gold-label/test-gold.csv
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sentiment-classification/gold-label/valid-gold.csv
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sentiment-classification/softlabel-train-lfv0-cm.csv
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sentiment-classification/softlabel-train-lfv0-mv.csv
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sentiment-classification/softlabel-train-lfv1-cm.csv
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tags-classification/gold-label/test-gold.csv
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tags-classification/gold-label/valid-gold.csv
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tags-classification/softlabel-train-cm.csv
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tags-classification/softlabel-train-mv.csv
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