SOTAVerified

Sentence Classification

Papers

Showing 171180 of 303 papers

TitleStatusHype
What you can cram into a single \$\&!\#* vector: Probing sentence embeddings for linguistic properties0
Winners at W-NUT 2020 Shared Task-3: Leveraging Event Specific and Chunk Span information for Extracting COVID Entities from Tweets0
Word Embeddings and Their Use In Sentence Classification Tasks0
Word Embeddings-Based Uncertainty Detection in Financial Disclosures0
Word Substitution in Short Answer Extraction: A WordNet-based Approach0
Zewen at SemEval-2018 Task 1: An Ensemble Model for Affect Prediction in Tweets0
Evaluation of Domain-specific Word Embeddings using Knowledge Resources0
Evaluation of Google's Voice Recognition and Sentence Classification for Health Care Applications0
Experiments with Clustering-based Features for Sentence Classification in Medical Publications: Macquarie Test's participation in the ALTA 2012 shared task.0
Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep 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