SOTAVerified

Sentence Classification

Papers

Showing 231240 of 303 papers

TitleStatusHype
Sectioning of Biomedical Abstracts: A Sequence of Sequence Classification Task0
SemEval-2020 Task 6: Definition extraction from free text with the DEFT corpus0
Meta-Embedding as Auxiliary Task Regularization0
SENSEI-LIF at SemEval-2016 Task 4: Polarity embedding fusion for robust sentiment analysis0
A Hierarchical Neural Network for Information Extraction of Product Attribute and Condition Sentences0
Sentence Classification for Investment Rules Detection0
Sentence Classification with Imbalanced Data for Health Applications0
Sentence Encoding with Tree-constrained Relation Networks0
Unsupervised Decomposition of a Multi-Author Document Based on Naive-Bayesian Model0
Sentence transition matrix: An efficient approach that preserves sentence semantics0
Show:102550
← PrevPage 24 of 31Next →

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