OpenCodePapers
sentiment-analysis-on-yelp-binary
Sentiment Analysis
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ModelName
ReleaseDate
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XLNet: Generalized Autoregressive Pretraining for Language Understanding
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1.37
XLNet
2019-06-19
How to Fine-Tune BERT for Text Classification?
✓ Link
1.81
BERT_large+ITPT
2019-05-14
Heavy-tailed Representations, Text Polarity Classification & Data Augmentation
1.86
LHTR
2020-03-25
Unsupervised Data Augmentation for Consistency Training
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1.89
BERT large
2019-04-29
How to Fine-Tune BERT for Text Classification?
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1.92
BERT_base+ITPT
2019-05-14
Unsupervised Data Augmentation for Consistency Training
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2.05
BERT large finetune UDA
2019-04-29
Universal Language Model Fine-tuning for Text Classification
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2.16
ULMFiT
2018-01-18
Deep Pyramid Convolutional Neural Networks for Text Categorization
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2.64
DPCNN
2017-07-01
Disconnected Recurrent Neural Networks for Text Categorization
2.73
DRNN
2018-07-01
Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings
2.9
CNN
2016-02-07
GPU Kernels for Block-Sparse Weights
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3.27
Block-sparse LSTM
2017-12-01
Compositional Coding Capsule Network with K-Means Routing for Text Classification
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3.52
CCCapsNet
2018-10-22
Learning to Remember More with Less Memorization
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3.60
DNC+CUW
2019-01-05
Learning Context-Sensitive Convolutional Filters for Text Processing
3.89
M-ACNN
2017-09-25
Sliced Recurrent Neural Networks
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3.96
SRNN
2018-07-06
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms
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4.19
SWEM-hier
2018-05-24
Bag of Tricks for Efficient Text Classification
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4.3
fastText, h=10, bigram
2016-07-06
Joint Embedding of Words and Labels for Text Classification
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4.69
LEAM
2018-05-10
Squeezed Very Deep Convolutional Neural Networks for Text Classification
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4.74
SVDCNN
2019-01-28
Character-level Convolutional Networks for Text Classification
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4.88
Char-level CNN
2015-09-04