HyperAI超神经

Text Classification On Yahoo Answers

评估指标

Accuracy

评测结果

各个模型在此基准测试上的表现结果

		Paper Title
BERT-ITPT-FiT	77.62	How to Fine-Tune BERT for Text Classification?
DRNN	76.26	Disconnected Recurrent Neural Networks for Text Categorization
DELTA (HAN)	75.1	DELTA: A DEep learning based Language Technology plAtform
EXAM	74.8	Explicit Interaction Model towards Text Classification
DNC+CUW	74.30	Learning to Remember More with Less Memorization
ULMFiT (Small data)	74.3	Sampling Bias in Deep Active Classification: An Empirical Study
CCCapsNet	73.85	Compositional Coding Capsule Network with K-Means Routing for Text Classification
SWEM-concat	73.53	Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms
FastText	72.3	Bag of Tricks for Efficient Text Classification
Seq2CNN(50)	55.39	Abstractive Text Classification Using Sequence-to-convolution Neural Networks

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Text Classification On Yahoo Answers | SOTA | HyperAI超神经