SOTAVerified

Sentence Classification

Papers

Showing 261270 of 303 papers

TitleStatusHype
Stacked Sentence-Document Classifier Approach for Improving Native Language Identification0
Using Context Information for Dialog Act Classification in DNN Framework0
Structure Representation Learning by Jointly Learning to Pool and Represent0
Borrow a Little from your Rich Cousin: Using Embeddings and Polarities of English Words for Multilingual Sentiment Classification0
Bootstrapped Training of Event Extraction Classifiers0
Deep Learning Models For Multiword Expression Identification0
Deep Learning on Graphs for Natural Language Processing0
DeftPunk at SemEval-2020 Task 6: Using RNN-ensemble for the Sentence Classification.0
Suggestion Mining from Opinionated Text0
Dependency Based Embeddings for Sentence Classification Tasks0
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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