SOTAVerified

Sentence Classification

Papers

Showing 276300 of 303 papers

TitleStatusHype
Learning Semantically Coherent and Reusable Kernels in Convolution Neural Nets for Sentence Classification0
Neural Tree Indexers for Text UnderstandingCode0
Neural Semantic EncodersCode0
Active Discriminative Text Representation Learning0
pkudblab at SemEval-2016 Task 6 : A Specific Convolutional Neural Network System for Effective Stance Detection0
SENSEI-LIF at SemEval-2016 Task 4: Polarity embedding fusion for robust sentiment analysis0
UFAL at SemEval-2016 Task 5: Recurrent Neural Networks for Sentence Classification0
Dependency Based Embeddings for Sentence Classification Tasks0
Multichannel Variable-Size Convolution for Sentence Classification0
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification0
Word Substitution in Short Answer Extraction: A WordNet-based Approach0
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence ClassificationCode0
Effectively Crowdsourcing Radiology Report Annotations0
Towards the Extraction of Customer-to-Customer Suggestions from Reviews0
Unsupervised Decomposition of a Multi-Author Document Based on Naive-Bayesian Model0
On the Discoursive Structure of Computer Graphics Research Papers0
UNITN: Training Deep Convolutional Neural Network for Twitter Sentiment Classification0
Extraction of Pharmacokinetic Evidence of Drug-drug Interactions from the Literature0
Handling Plurality in Bengali Noun Phrases0
Convolutional Neural Networks for Sentence ClassificationCode1
An automated method to build a corpus of rhetorically-classified sentences in biomedical texts0
kLogNLP: Graph Kernel--based Relational Learning of Natural Language0
Grammar-Based Lexicon Extension for Aligning German Radiology Text and Images0
Feature Stacking for Sentence Classification in Evidence-Based Medicine0
Experiments with Clustering-based Features for Sentence Classification in Medical Publications: Macquarie Test's participation in the ALTA 2012 shared task.0
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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