SOTAVerified

Sentence Classification

Papers

Showing 131140 of 303 papers

TitleStatusHype
Extraction of Pharmacokinetic Evidence of Drug-drug Interactions from the Literature0
Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 20220
Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning0
CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities0
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
Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention0
Experiments with Clustering-based Features for Sentence Classification in Medical Publications: Macquarie Test's participation in the ALTA 2012 shared task.0
Classifying Gene Sentences in Biomedical Literature by Combining High-Precision Gene Identifiers0
A Simple and Effective Model for Multi-Hop Question Generation0
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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