SOTAVerified

Sentence Classification

Papers

Showing 291300 of 303 papers

TitleStatusHype
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification TasksCode0
Character-level and Multi-channel Convolutional Neural Networks for Large-scale Authorship AttributionCode0
An Approach for Process Model Extraction By Multi-Grained Text ClassificationCode0
MDAPT: Multilingual Domain Adaptive Pretraining in a Single ModelCode0
Causal Augmentation for Causal Sentence ClassificationCode0
Query-Focused Extractive Summarisation for Finding Ideal Answers to Biomedical and COVID-19 QuestionsCode0
Measuring the Evolution of a Scientific Field through Citation FramesCode0
Query-focused Extractive Summarisation for Biomedical and COVID-19 Complex Question AnsweringCode0
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence BenchmarksCode0
Word Embedding Perturbation for Sentence ClassificationCode0
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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