SOTAVerified

Sentence Classification

Papers

Showing 2130 of 303 papers

TitleStatusHype
LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts0
Do We Need Language-Specific Fact-Checking Models? The Case of Chinese0
Application of LLM Agents in Recruitment: A Novel Framework for Resume Screening0
SECNN: Squeeze-and-Excitation Convolutional Neural Network for Sentence Classification0
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial DomainsCode0
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification0
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot ClassificationCode1
Robustifying Language Models with Test-Time Adaptation0
On the Dimensionality of Sentence Embeddings0
Detecting Sexual Content at the Sentence Level in First Millennium Latin TextsCode0
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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