SOTAVerified

Sentence Classification

Papers

Showing 191200 of 303 papers

TitleStatusHype
SciBERT: A Pretrained Language Model for Scientific TextCode1
Zoho at SemEval-2019 Task 9: Semi-supervised Domain Adaptation using Tri-training for Suggestion MiningCode0
Transfer Learning for Sequences via Learning to Collocate0
Glyce: Glyph-vectors for Chinese Character RepresentationsCode0
No Training Required: Exploring Random Encoders for Sentence ClassificationCode0
BioBERT: a pre-trained biomedical language representation model for biomedical text miningCode1
Sentence transition matrix: An efficient approach that preserves sentence semantics0
TEST: A Terminology Extraction System for Technology Related Terms0
Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding0
Syllables for Sentence Classification in Morphologically Rich Languages0
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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