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SotA/Natural Language Processing/Text Classification/DODF Data

Text Classification on DODF Data

Metric: Average F1 (higher is better)

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Results

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#Model↕Average F1▼Extra DataPaperDate↕Code
1ULMFiT (pre-trained vocab, no gradual unfreezing)0.8918No--Code
2SVM + word counts (pre-trained vocab)0.8782No--Code
3SVM + tf-idf (no pre-trained vocab)0.8755No--Code
4ULMFiT (no pre-trained vocab)0.8469No--Code
5ULMFiT (pre-trained vocab)0.8374No--Code