SOTAVerified

Sentence Classification

Papers

Showing 151160 of 303 papers

TitleStatusHype
Improving Self-supervised Pre-training via a Fully-Explored Masked Language Model0
DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling0
Improving Sentence Classification by Multilingual Data Augmentation and Consensus Learning0
SemEval-2020 Task 6: Definition extraction from free text with the DEFT corpus0
Voice@SRIB at SemEval-2020 Task 9 and 12: Stacked Ensembling method for Sentiment and Offensiveness detection in Social MediaCode0
Multi-Perspective Semantic Information Retrieval in the Biomedical Domain0
Multimodal Word Sense Disambiguation in Creative PracticeCode0
DeSpin: a prototype system for detecting spin in biomedical publications0
Transformers on Sarcasm Detection with Context0
A Metric Learning Approach to Misogyny Categorization0
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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