| A Robust Self-Learning Framework for Cross-Lingual Text Classification | Nov 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Capsule Network with Interactive Attention for Aspect-Level Sentiment Classification | Nov 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Recognizing Conflict Opinions in Aspect-level Sentiment Classification with Dual Attention Networks | Nov 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis | Nov 1, 2019 | SentenceSentiment Analysis | —Unverified | 0 |
| Aspect-Level Sentiment Analysis Via Convolution over Dependency Tree | Nov 1, 2019 | Representation LearningSentence | —Unverified | 0 |
| Multi-Task Stance Detection with Sentiment and Stance Lexicons | Nov 1, 2019 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification | Nov 1, 2019 | ClassificationDiversity | —Unverified | 0 |
| Natural Language Generation for Effective Knowledge Distillation | Nov 1, 2019 | Knowledge DistillationLinguistic Acceptability | CodeCode Available | 0 |
| An Ensemble of Humour, Sarcasm, and Hate Speechfor Sentiment Classification in Online Reviews | Nov 1, 2019 | General ClassificationSentiment Analysis | —Unverified | 0 |
| A Comparative Analysis of Unsupervised Language Adaptation Methods | Nov 1, 2019 | Natural Language InferenceSentence | —Unverified | 0 |
| Confident Learning: Estimating Uncertainty in Dataset Labels | Oct 31, 2019 | Learning with noisy labelsSentiment Analysis | CodeCode Available | 0 |
| Predicting Discourse Structure using Distant Supervision from Sentiment | Oct 30, 2019 | Discourse ParsingMultiple Instance Learning | —Unverified | 0 |
| Weakly-Supervised Deep Learning for Domain Invariant Sentiment Classification | Oct 29, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| A Game Theoretic Approach to Class-wise Selective Rationalization | Oct 28, 2019 | counterfactualSentiment Analysis | CodeCode Available | 0 |
| Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders | Oct 25, 2019 | General ClassificationRepresentation Learning | CodeCode Available | 0 |
| Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification | Oct 24, 2019 | General ClassificationSentence | —Unverified | 0 |
| Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning | Oct 21, 2019 | Decision MakingGeneral Classification | —Unverified | 0 |
| Fine-grained Sentiment Classification using BERT | Oct 4, 2019 | Chinese Sentiment AnalysisClassification | CodeCode Available | 0 |
| The merits of Universal Language Model Fine-tuning for Small Datasets -- a case with Dutch book reviews | Oct 2, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Machine Translation for Machines: the Sentiment Classification Use Case | Oct 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Weakly Supervised Attention Networks for Fine-Grained Opinion Mining and Public Health | Sep 30, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Amharic Negation Handling | Sep 25, 2019 | ClassificationNegation | —Unverified | 0 |
| Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution Network | Sep 23, 2019 | DescriptiveGeneral Classification | CodeCode Available | 0 |
| Text Length Adaptation in Sentiment Classification | Sep 18, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Dual Adversarial Co-Learning for Multi-Domain Text Classification | Sep 18, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Generating Black-Box Adversarial Examples for Text Classifiers Using a Deep Reinforced Model | Sep 17, 2019 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification | Sep 13, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Improving the Explainability of Neural Sentiment Classifiers via Data Augmentation | Sep 10, 2019 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks | Sep 8, 2019 | BenchmarkingClassification | CodeCode Available | 0 |
| Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks | Sep 5, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Cross-Domain Sentiment Classification using Vector Embedded Domain Representations | Sep 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Transfer Learning Between Related Tasks Using Expected Label Proportions | Sep 1, 2019 | SentenceSentiment Analysis | CodeCode Available | 0 |
| Learning with Noisy Labels for Sentence-level Sentiment Classification | Aug 31, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| NEZHA: Neural Contextualized Representation for Chinese Language Understanding | Aug 31, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification | Aug 30, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Rethinking Attribute Representation and Injection for Sentiment Classification | Aug 26, 2019 | AttributeClassification | CodeCode Available | 0 |
| Domain-Invariant Feature Distillation for Cross-Domain Sentiment Classification | Aug 24, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then Meta-learning for Few-shot Text Classification | Aug 22, 2019 | Few-Shot LearningFew-Shot Text Classification | CodeCode Available | 0 |
| Fine-grained Sentiment Analysis with Faithful Attention | Aug 19, 2019 | Relation ExtractionSentiment Analysis | —Unverified | 0 |
| TDAM: a Topic-Dependent Attention Model for Sentiment Analysis | Aug 18, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain-Machine Interaction | Aug 13, 2019 | ClassificationEEG | —Unverified | 0 |
| StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding | Aug 13, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Sentiment Classification in Slovak Language | Aug 1, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Adversarial Attack on Sentiment Classification | Aug 1, 2019 | Adversarial AttackClassification | —Unverified | 0 |
| Fusing location and text features for sentiment classification | Jul 28, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Low-Shot Classification: A Comparison of Classical and Deep Transfer Machine Learning Approaches | Jul 17, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Multi-modal Sentiment Analysis using Deep Canonical Correlation Analysis | Jul 15, 2019 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Neural Networks as Explicit Word-Based Rules | Jul 10, 2019 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Deep neural network-based classification model for Sentiment Analysis | Jul 3, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Investigating Political Herd Mentality: A Community Sentiment Based Approach | Jul 1, 2019 | General ClassificationSentiment Analysis | —Unverified | 0 |