| 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 |
| Transfer Learning Between Related Tasks Using Expected Label Proportions | Sep 1, 2019 | SentenceSentiment Analysis | CodeCode Available | 0 |
| Cross-Domain Sentiment Classification using Vector Embedded Domain Representations | Sep 1, 2019 | ClassificationGeneral Classification | —Unverified | 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 |
| StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding | Aug 13, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |