SOTAVerified

Sentence Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 303 papers

TitleStatusHype
No Training Required: Exploring Random Encoders for Sentence ClassificationCode0
Sentence transition matrix: An efficient approach that preserves sentence semantics—0
TEST: A Terminology Extraction System for Technology Related Terms—0
Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding—0
Syllables for Sentence Classification in Morphologically Rich Languages—0
Sentence Encoding with Tree-constrained Relation Networks—0
Online Embedding Compression for Text Classification using Low Rank Matrix Factorization—0
On the Confidence of Neural Network Predictions for some NLP Tasks—0
A Comparative Study of Neural Network Models for Sentence Classification—0
Disney at IEST 2018: Predicting Emotions using an Ensemble—0
Phrase-level Self-Attention Networks for Universal Sentence Encoding—0
Neural Multitask Learning for Simile Recognition—0
Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning—0
Thumbs Up and Down: Sentiment Analysis of Medical Online Forums—0
Meta-Embedding as Auxiliary Task Regularization—0
A Deep Neural Network Sentence Level Classification Method with Context Information—0
An Attention-Gated Convolutional Neural Network for Sentence ClassificationCode0
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific AbstractsCode0
EANN: Event Adversarial Neural Networks for Multi-Modal Fake News DetectionCode0
Learning to Compose over Tree Structures via POS Tags—0
Paraphrase Thought: Sentence Embedding Module Imitating Human Language RecognitionCode0
Neural Network Architectures for Arabic Dialect Identification—0
NMT-Keras: a Very Flexible Toolkit with a Focus on Interactive NMT and Online Learning—0
What you can cram into a single \$\&!\#* vector: Probing sentence embeddings for linguistic properties—0
Sentence Classification for Investment Rules Detection—0
Word Embeddings-Based Uncertainty Detection in Financial Disclosures—0
EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogues—0
Translations as Additional Contexts for Sentence ClassificationCode0
Zewen at SemEval-2018 Task 1: An Ensemble Model for Affect Prediction in Tweets—0
Using Hedge Detection to Improve Committed Belief Tagging—0
Pay-Per-Request Deployment of Neural Network Models Using Serverless Architectures—0
Syntactically Aware Neural Architectures for Definition Extraction—0
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines—0
TeamDL at SemEval-2018 Task 8: Cybersecurity Text Analysis using Convolutional Neural Network and Conditional Random Fields—0
CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities—0
UC3M-NII Team at SemEval-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network—0
Quantum-inspired Complex Word Embedding—0
What you can cram into a single vector: Probing sentence embeddings for linguistic propertiesCode0
Attention for Implicit Discourse Relation Recognition—0
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 Resources—0
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 Study—0
Mining Supervisor Evaluation and Peer Feedback in Performance Appraisals—0
Joint Sentence-Document Model for Manifesto Text Analysis—0
SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model—0
Towards Lower Bounds on Number of Dimensions for Word Embeddings—0
Show:102550
← PrevPage 5 of 7Next →
All datasetsSciCiteACL ARCPaper FieldPubMed 20k RCTScienceCiteCHIP-CTC

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SciBERTF184.9—Unverified
2Structural-scaffoldsF184—Unverified
3BiLSTM-Attention + ELMoF182.6—Unverified
4Feature-Rich Random ForestF179.6—Unverified
5BiLSTM-AttentionF177.2—Unverified
#ModelMetricClaimedVerifiedStatus
1FE-MLM + SpanF178.1—Unverified
2SciBERTF170.98—Unverified
3Structural-scaffoldsF167.9—Unverified
4Random ForestF153—Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F165.71—Unverified
2SciBERT (Base Vocab)F164.02—Unverified
#ModelMetricClaimedVerifiedStatus
1Hierarchical Neural NetworksF192.6—Unverified
2SciBERT (Base Vocab)F186.81—Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F184.99—Unverified
2SciBERT (Base Vocab)F184.43—Unverified
#ModelMetricClaimedVerifiedStatus
1RoBERTa-largeMacro F170.9—Unverified