| 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 |
| Improving BERT Performance for Aspect-Based Sentiment Analysis | Oct 22, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Knowledge Distillation for BERT Unsupervised Domain Adaptation | Oct 22, 2020 | Domain AdaptationGeneral Classification | 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 |
| IITK at SemEval-2020 Task 8: Unimodal and Bimodal Sentiment Analysis of Internet Memes | Jul 21, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 |
| Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis | Jul 16, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 |
| Modelling Context and Syntactical Features for Aspect-based Sentiment Analysis | Jul 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis | Jul 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction | Jul 1, 2020 | Entity Extraction using GANOpinion Mining | CodeCode Available | 1 |
| PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models | Jun 16, 2020 | Domain AdaptationRepresentation Learning | CodeCode Available | 1 |
| FinBERT: A Pretrained Language Model for Financial Communications | Jun 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss | Jun 2, 2020 | DecoderGeneral Classification | CodeCode Available | 1 |
| SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics | May 8, 2020 | ClassificationEmotion Classification | CodeCode Available | 1 |
| Training a Broad-Coverage German Sentiment Classification Model for Dialog Systems | May 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking | Apr 30, 2020 | PredictionQuestion Answering | CodeCode Available | 1 |
| How recurrent networks implement contextual processing in sentiment analysis | Apr 17, 2020 | NegationSentiment Analysis | CodeCode Available | 1 |
| Multi-source Attention for Unsupervised Domain Adaptation | Apr 14, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| Weight Poisoning Attacks on Pre-trained Models | Apr 14, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 |
| Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network | Feb 22, 2020 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 1 |
| Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning | Feb 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Adversarial Training for Aspect-Based Sentiment Analysis with BERT | Jan 30, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction | Jan 7, 2020 | Aspect-oriented Opinion ExtractionGeneral Classification | CodeCode Available | 1 |
| Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis | Nov 5, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis | Jun 4, 2019 | Aspect-Based Sentiment Analysis (ABSA)Sentiment Analysis | CodeCode Available | 1 |
| BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis | Apr 3, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Induction Networks for Few-Shot Text Classification | Feb 27, 2019 | Few-Shot Text ClassificationGeneral Classification | CodeCode Available | 1 |
| A Unified Model for Opinion Target Extraction and Target Sentiment Prediction | Nov 13, 2018 | Aspect-Based Sentiment Analysis (ABSA)Sentiment Analysis | CodeCode Available | 1 |
| Stronger Data Poisoning Attacks Break Data Sanitization Defenses | Nov 2, 2018 | Data PoisoningSentiment Analysis | CodeCode Available | 1 |
| Cold-Start Aware User and Product Attention for Sentiment Classification | Jun 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 1 |
