SOTAVerified

Sentence Classification

Papers

Showing 7180 of 303 papers

TitleStatusHype
Duluth at SemEval-2021 Task 11: Applying DeBERTa to Contributing Sentence Selection and Dependency Parsing for Entity Extraction0
Borrow a Little from your Rich Cousin: Using Embeddings and Polarities of English Words for Multilingual Sentiment Classification0
Bootstrapped Training of Event Extraction Classifiers0
Any-gram Kernels for Sentence Classification: A Sentiment Analysis Case Study0
Effective Data Augmentation for Sentence Classification Using One VAE per Class0
An Empirical Study of Factors Affecting Language-Independent Models0
An Efficient Cross-lingual Model for Sentence Classification Using Convolutional Neural Network0
BERTatDE at SemEval-2020 Task 6: Extracting Term-definition Pairs in Free Text Using Pre-trained Model0
ACNLP at SemEval-2020 Task 6: A Supervised Approach for Definition Extraction0
Do We Need Language-Specific Fact-Checking Models? The Case of Chinese0
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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