SOTAVerified

Sentence Classification

Papers

Showing 5160 of 303 papers

TitleStatusHype
A Sensitivity Analysis of Attention-Gated Convolutional Neural Networks for Sentence Classification0
Adapting Pre-trained Language Models for Quantum Natural Language Processing0
Classifying Gene Sentences in Biomedical Literature by Combining High-Precision Gene Identifiers0
Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention0
Deep Learning on Graphs for Natural Language Processing0
A Comparative Study of Neural Network Models for Sentence Classification0
Coarse Semantic Classification of Rare Nouns Using Cross-Lingual Data and Recurrent Neural Networks0
Communicative-Function-Based Sentence Classification for Construction of an Academic Formulaic Expression Database0
Composing Structure-Aware Batches for Pairwise Sentence Classification0
A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification0
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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