SOTAVerified

Sentence Classification

Papers

Showing 231240 of 303 papers

TitleStatusHype
Entity at SemEval-2021 Task 5: Weakly Supervised Token Labelling for Toxic Spans DetectionCode0
Estimating the Level of Dialectness Predicts Interannotator Agreement in Multi-dialect Arabic DatasetsCode0
Convolutional Neural Network Language ModelsCode0
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial DomainsCode0
EANN: Event Adversarial Neural Networks for Multi-Modal Fake News DetectionCode0
Taming Pretrained Transformers for Extreme Multi-label Text ClassificationCode0
Explicit Alignment Objectives for Multilingual Bidirectional EncodersCode0
Exploiting All Samples in Low-Resource Sentence Classification: Early Stopping and Initialization ParametersCode0
Contextual Sentence Classification: Detecting Sustainability Initiatives in Company ReportsCode0
Composing Structure-Aware Batches for Pairwise 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