SOTAVerified

Sentence Classification

Papers

Showing 281290 of 303 papers

TitleStatusHype
SENSEI-LIF at SemEval-2016 Task 4: Polarity embedding fusion for robust sentiment analysis0
Dependency Based Embeddings for Sentence Classification Tasks0
UFAL at SemEval-2016 Task 5: Recurrent Neural Networks for Sentence Classification0
pkudblab at SemEval-2016 Task 6 : A Specific Convolutional Neural Network System for Effective Stance Detection0
Multichannel Variable-Size Convolution for Sentence Classification0
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification0
Word Substitution in Short Answer Extraction: A WordNet-based Approach0
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence ClassificationCode0
Towards the Extraction of Customer-to-Customer Suggestions from Reviews0
Effectively Crowdsourcing Radiology Report Annotations0
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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