| 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 |