SOTAVerified

Sentence Classification

Papers

Showing 101110 of 303 papers

TitleStatusHype
Empirical Evaluation of RNN Architectures on Sentence Classification Task0
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension0
A Sensitivity Analysis of Attention-Gated Convolutional Neural Networks for Sentence Classification0
Adapting Pre-trained Language Models for Quantum Natural Language Processing0
Evaluation of Domain-specific Word Embeddings using Knowledge Resources0
Evaluation of Google's Voice Recognition and Sentence Classification for Health Care Applications0
An automated method to build a corpus of rhetorically-classified sentences in biomedical texts0
Experiments with Clustering-based Features for Sentence Classification in Medical Publications: Macquarie Test's participation in the ALTA 2012 shared task.0
Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention0
A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events0
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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