SOTAVerified

Sentence Classification

Papers

Showing 5160 of 303 papers

TitleStatusHype
CIRCE at SemEval-2020 Task 1: Ensembling Context-Free and Context-Dependent Word RepresentationsCode0
A Joint Model for Definition Extraction with Syntactic Connection and Semantic ConsistencyCode0
Estimating the Level of Dialectness Predicts Interannotator Agreement in Multi-dialect Arabic DatasetsCode0
Character-level and Multi-channel Convolutional Neural Networks for Large-scale Authorship AttributionCode0
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence ClassificationCode0
DMix: Adaptive Distance-aware Interpolative MixupCode0
Do latent tree learning models identify meaningful structure in sentences?Code0
EANN: Event Adversarial Neural Networks for Multi-Modal Fake News DetectionCode0
Investigating an Effective Character-level Embedding in Korean Sentence ClassificationCode0
Causal Augmentation for Causal Sentence ClassificationCode0
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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