SOTAVerified

Sentence Classification

Papers

Showing 4150 of 303 papers

TitleStatusHype
BioBERT: a pre-trained biomedical language representation model for biomedical text miningCode1
A Study of Suggestions in Opinionated Texts and their Automatic Detection0
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification0
A Metric Learning Approach to Misogyny Categorization0
A Span-based Dynamic Local Attention Model for Sequential Sentence Classification0
ASM Kernel: Graph Kernel using Approximate Subgraph Matching for Relation Extraction0
Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models0
A Simple and Effective Model for Multi-Hop Question Generation0
A Sensitivity Analysis of Attention-Gated Convolutional Neural Networks for Sentence Classification0
Adapting Pre-trained Language Models for Quantum Natural Language Processing0
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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