SOTAVerified

Sentence Classification

Papers

Showing 111120 of 303 papers

TitleStatusHype
Deep Learning on Graphs for Natural Language Processing0
Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 20220
Deep Learning Models For Multiword Expression Identification0
An automated method to build a corpus of rhetorically-classified sentences in biomedical texts0
Feature Stacking for Sentence Classification in Evidence-Based Medicine0
Figure Descriptive Text Extraction using Ontological Representation0
A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events0
Healing Powers of BERT: How Task-Specific Fine-Tuning Recovers Corrupted Language Models0
Composing Structure-Aware Batches for Pairwise Sentence Classification0
Grammar-Based Lexicon Extension for Aligning German Radiology Text and Images0
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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