SOTAVerified

Sentence Classification

Papers

Showing 226250 of 303 papers

TitleStatusHype
Word Embeddings-Based Uncertainty Detection in Financial Disclosures0
EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogues0
Translations as Additional Contexts for Sentence ClassificationCode0
Zewen at SemEval-2018 Task 1: An Ensemble Model for Affect Prediction in Tweets0
Using Hedge Detection to Improve Committed Belief Tagging0
Pay-Per-Request Deployment of Neural Network Models Using Serverless Architectures0
Syntactically Aware Neural Architectures for Definition Extraction0
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines0
TeamDL at SemEval-2018 Task 8: Cybersecurity Text Analysis using Convolutional Neural Network and Conditional Random Fields0
CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities0
UC3M-NII Team at SemEval-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network0
Quantum-inspired Complex Word Embedding0
What you can cram into a single vector: Probing sentence embeddings for linguistic propertiesCode0
Attention for Implicit Discourse Relation Recognition0
L'optimisation du plongement de mots pour le fran : une application de la classification des phrases (Optimization of Word Embeddings for French : an Application of Sentence Classification)0
Evaluation of Domain-specific Word Embeddings using Knowledge Resources0
Word Embedding Perturbation for Sentence ClassificationCode0
Densely Connected Bidirectional LSTM with Applications to Sentence ClassificationCode0
What Does a TextCNN Learn?0
Measuring the Evolution of a Scientific Field through Citation FramesCode0
Any-gram Kernels for Sentence Classification: A Sentiment Analysis Case Study0
Mining Supervisor Evaluation and Peer Feedback in Performance Appraisals0
Joint Sentence-Document Model for Manifesto Text Analysis0
SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model0
Towards Lower Bounds on Number of Dimensions for Word Embeddings0
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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