SOTAVerified

Sentence Classification

Papers

Showing 121130 of 303 papers

TitleStatusHype
Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction0
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification0
Grammar-aware sentence classification on quantum computers0
Grammar-Based Lexicon Extension for Aligning German Radiology Text and Images0
Handling Plurality in Bengali Noun Phrases0
Healing Powers of BERT: How Task-Specific Fine-Tuning Recovers Corrupted Language Models0
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines0
Improving Document-Level Sentiment Classification Using Importance of Sentences0
Improving Robustness of Task Oriented Dialog Systems0
Improving Sentence Classification by Multilingual Data Augmentation and Consensus Learning0
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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