SOTAVerified

Sentence Classification

Papers

Showing 171180 of 303 papers

TitleStatusHype
Towards Understanding of Medical Randomized Controlled Trials by Conclusion GenerationCode0
Interpretable Network Structure for Modeling Contextual Dependency0
Retrofitting Contextualized Word Embeddings with Paraphrases0
Recognition of Handwritten Digit using Convolutional Neural Network in Python with Tensorflow and Comparison of Performance for Various Hidden Layers0
Pretrained Language Models for Sequential Sentence ClassificationCode0
Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models0
A Sensitivity Analysis of Attention-Gated Convolutional Neural Networks for Sentence Classification0
Multi-Task Self-Supervised Learning for Disfluency Detection0
Improving Word Embeddings Using Kernel PCA0
A Temporal Sequence Learning for Action Recognition and Prediction0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SciBERTF184.9Unverified
2Structural-scaffoldsF184Unverified
3BiLSTM-Attention + ELMoF182.6Unverified
4Feature-Rich Random ForestF179.6Unverified
5BiLSTM-AttentionF177.2Unverified
#ModelMetricClaimedVerifiedStatus
1FE-MLM + SpanF178.1Unverified
2SciBERTF170.98Unverified
3Structural-scaffoldsF167.9Unverified
4Random ForestF153Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F165.71Unverified
2SciBERT (Base Vocab)F164.02Unverified
#ModelMetricClaimedVerifiedStatus
1Hierarchical Neural NetworksF192.6Unverified
2SciBERT (Base Vocab)F186.81Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F184.99Unverified
2SciBERT (Base Vocab)F184.43Unverified
#ModelMetricClaimedVerifiedStatus
1RoBERTa-largeMacro F170.9Unverified