SOTAVerified

Sentence Classification

Papers

Showing 221230 of 303 papers

TitleStatusHype
Sentence Classification for Investment Rules Detection0
EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogues0
Word Embeddings-Based Uncertainty Detection in Financial Disclosures0
What you can cram into a single \$\&!\#* vector: Probing sentence embeddings for linguistic properties0
Translations as Additional Contexts for Sentence ClassificationCode0
Using Hedge Detection to Improve Committed Belief Tagging0
UC3M-NII Team at SemEval-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network0
TeamDL at SemEval-2018 Task 8: Cybersecurity Text Analysis using Convolutional Neural Network and Conditional Random Fields0
Syntactically Aware Neural Architectures for Definition Extraction0
Pay-Per-Request Deployment of Neural Network Models Using Serverless Architectures0
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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