SOTAVerified

Sentence Classification

Papers

Showing 201225 of 303 papers

TitleStatusHype
On the Confidence of Neural Network Predictions for some NLP Tasks0
On the Dimensionality of Sentence Embeddings0
On the Discoursive Structure of Computer Graphics Research Papers0
UC3M-NII Team at SemEval-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network0
Pay-Per-Request Deployment of Neural Network Models Using Serverless Architectures0
UFAL at SemEval-2016 Task 5: Recurrent Neural Networks for Sentence Classification0
Phrase-level Self-Attention Networks for Universal Sentence Encoding0
pkudblab at SemEval-2016 Task 6 : A Specific Convolutional Neural Network System for Effective Stance Detection0
Active Discriminative Text Representation Learning0
A Comparative Study of Neural Network Models for Sentence Classification0
Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports0
UJNLP at SemEval-2020 Task 12: Detecting Offensive Language Using Bidirectional Transformers0
An Efficient Cross-lingual Model for Sentence Classification Using Convolutional Neural Network0
An automated method to build a corpus of rhetorically-classified sentences in biomedical texts0
ACNLP at SemEval-2020 Task 6: A Supervised Approach for Definition Extraction0
Analyzing the Evolution of Graphs and Texts0
Quantum-inspired Complex Word Embedding0
A Metric Learning Approach to Misogyny Categorization0
Word Embeddings and Their Use In Sentence Classification Tasks0
Unified Humor Detection Based on Sentence-pair Augmentation and Transfer Learning0
Recognition of Handwritten Digit using Convolutional Neural Network in Python with Tensorflow and Comparison of Performance for Various Hidden Layers0
Reconstruction Attack on Instance Encoding for Language Understanding0
UNITN: Training Deep Convolutional Neural Network for Twitter Sentiment Classification0
Resume Information Extraction via Post-OCR Text Processing0
Retrofitting Contextualized Word Embeddings with Paraphrases0
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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