OpenCodePapers

text-classification-on-dodf-data

Text Classification
Results over time
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PaperCodeAverage F1Weighted F1ModelNameReleaseDate
Inferring the source of official texts: can SVM beat ULMFiT?✓ Link0.89180.9257ULMFiT (pre-trained vocab, no gradual unfreezing)2020-03-02
Inferring the source of official texts: can SVM beat ULMFiT?✓ Link0.87820.9049SVM + word counts (pre-trained vocab)2020-03-02
Inferring the source of official texts: can SVM beat ULMFiT?✓ Link0.87550.8917SVM + tf-idf (no pre-trained vocab)2020-03-02
Inferring the source of official texts: can SVM beat ULMFiT?✓ Link0.84690.8974ULMFiT (no pre-trained vocab)2020-03-02
Inferring the source of official texts: can SVM beat ULMFiT?✓ Link0.83740.9088ULMFiT (pre-trained vocab)2020-03-02