SOTAVerified

Sentence Classification

Papers

Showing 5160 of 303 papers

TitleStatusHype
PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure TextCode0
Finding Dataset Shortcuts with Grammar InductionCode1
Synergy with Translation Artifacts for Training and Inference in Multilingual TasksCode0
Multi-granularity Argument Mining in Legal Texts0
Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers0
Metaphorical Paraphrase Generation: Feeding Metaphorical Language Models with Literal Texts0
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification TasksCode0
Coordination Generation via Synchronized Text-Infilling0
Effective Data Augmentation for Sentence Classification Using One VAE per Class0
NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction0
Show:102550
← PrevPage 6 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