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Sentence Classification

Papers

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Showing 201–250 of 303 papers

TitleStatusHype
Sentence Encoding with Tree-constrained Relation Networks—0
Jointly Learning to Label Sentences and TokensCode1
Online Embedding Compression for Text Classification using Low Rank Matrix Factorization—0
On the Confidence of Neural Network Predictions for some NLP Tasks—0
BERT: Pre-training of Deep Bidirectional Transformers for Language UnderstandingCode3
A Comparative Study of Neural Network Models for Sentence Classification—0
Disney at IEST 2018: Predicting Emotions using an Ensemble—0
Thumbs Up and Down: Sentiment Analysis of Medical Online Forums—0
Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning—0
Phrase-level Self-Attention Networks for Universal Sentence Encoding—0
Neural Multitask Learning for Simile Recognition—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
EANN: Event Adversarial Neural Networks for Multi-Modal Fake News DetectionCode0
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific AbstractsCode0
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 LearningCode0
Sentence Classification for Investment Rules Detection—0
EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogues—0
Word Embeddings-Based Uncertainty Detection in Financial Disclosures—0
What you can cram into a single \$\&!\#* vector: Probing sentence embeddings for linguistic properties—0
Translations as Additional Contexts for Sentence ClassificationCode0
Using Hedge Detection to Improve Committed Belief Tagging—0
UC3M-NII Team at SemEval-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network—0
TeamDL at SemEval-2018 Task 8: Cybersecurity Text Analysis using Convolutional Neural Network and Conditional Random Fields—0
Syntactically Aware Neural Architectures for Definition Extraction—0
Pay-Per-Request Deployment of Neural Network Models Using Serverless Architectures—0
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines—0
CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities—0
Zewen at SemEval-2018 Task 1: An Ensemble Model for Affect Prediction in Tweets—0
Quantum-inspired Complex Word Embedding—0
What you can cram into a single vector: Probing sentence embeddings for linguistic propertiesCode0
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
Attention for Implicit Discourse Relation Recognition—0
Evaluation of Domain-specific Word Embeddings using Knowledge Resources—0
Word Embedding Perturbation for Sentence ClassificationCode0
ListOps: A Diagnostic Dataset for Latent Tree LearningCode1
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
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical AbstractsCode3
Inducing Distant Supervision in Suggestion Mining through Part-of-Speech Embeddings—0
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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