SOTAVerified

Sentence Classification

Papers

Showing 8190 of 303 papers

TitleStatusHype
Augmenting Data with Mixup for Sentence Classification: An Empirical StudyCode0
Cross-lingual Information Retrieval with BERTCode0
Counterfactual Adversarial Learning with Representation InterpolationCode0
An Attention-Gated Convolutional Neural Network for Sentence ClassificationCode0
Bivariate Beta-LSTMCode0
GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse stateCode0
An Approach for Process Model Extraction By Multi-Grained Text ClassificationCode0
Active Learning via Membership Query Synthesis for Semi-Supervised Sentence ClassificationCode0
Estimating the Level of Dialectness Predicts Interannotator Agreement in Multi-dialect Arabic DatasetsCode0
Explicit Alignment Objectives for Multilingual Bidirectional EncodersCode0
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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