| Exploiting BERT For Multimodal Target Sentiment Classification Through Input Space Translation | Aug 3, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis | Aug 1, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| SSMix: Saliency-Based Span Mixup for Text Classification | Jun 15, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Twitter Sentiment Analysis | Jun 13, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| On the Interplay Between Fine-tuning and Composition in Transformers | May 31, 2021 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 |
| Exploiting Position Bias for Robust Aspect Sentiment Classification | May 29, 2021 | ClassificationPosition | CodeCode Available | 1 |
| PTR: Prompt Tuning with Rules for Text Classification | May 24, 2021 | ClassificationNatural Language Inference | CodeCode Available | 1 |
| NewsMTSC: A Dataset for (Multi-)Target-dependent Sentiment Classification in Political News Articles | Apr 1, 2021 | ArticlesDecision Making | CodeCode Available | 1 |
| FEEL-IT: Emotion and Sentiment Classification for the Italian Language | Apr 1, 2021 | ClassificationSentiment Analysis | CodeCode Available | 1 |
| Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction | Mar 13, 2021 | Aspect Sentiment Triplet ExtractionMachine Reading Comprehension | CodeCode Available | 1 |
| Explain and Predict, and then Predict Again | Jan 11, 2021 | Explanation GenerationFact Verification | CodeCode Available | 1 |
| Explaining NLP Models via Minimal Contrastive Editing (MiCE) | Dec 27, 2020 | counterfactualMultiple-choice | CodeCode Available | 1 |
| Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification | Dec 24, 2020 | Graph AttentionSentiment Analysis | CodeCode Available | 1 |
| Cross-Domain Sentiment Classification with In-Domain Contrastive Learning | Dec 5, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 |
| How Can I Explain This to You? An Empirical Study of Deep Neural Network Explanation Methods | Dec 1, 2020 | General ClassificationSentiment Analysis | CodeCode Available | 1 |
| Sentiment Classification in Bangla Textual Content: A Comparative Study | Nov 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization | Oct 30, 2020 | Contrastive LearningGeneral Classification | CodeCode Available | 1 |
| Attention Transfer Network for Aspect-level Sentiment Classification | Oct 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Knowledge Distillation for BERT Unsupervised Domain Adaptation | Oct 22, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| Improving BERT Performance for Aspect-Based Sentiment Analysis | Oct 22, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis | Oct 16, 2020 | Multimodal Sentiment AnalysisSentiment Analysis | CodeCode Available | 1 |
| Text Classification Using Label Names Only: A Language Model Self-Training Approach | Oct 14, 2020 | ClassificationDocument Classification | CodeCode Available | 1 |
| Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding | Oct 13, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Identifying Spurious Correlations for Robust Text Classification | Oct 6, 2020 | Classificationfeature selection | CodeCode Available | 1 |
| GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis | Sep 22, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
