| FEEL-IT: Emotion and Sentiment Classification for the Italian Language | Apr 1, 2021 | ClassificationSentiment Analysis | CodeCode Available | 1 |
| Can Pre-trained Language Models Interpret Similes as Smart as Human? | Mar 16, 2022 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 |
| FinEntity: Entity-level Sentiment Classification for Financial Texts | Oct 19, 2023 | ClassificationSentiment Analysis | CodeCode Available | 1 |
| Great Memory, Shallow Reasoning: Limits of kNN-LMs | Aug 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis | Jul 16, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 |
| Attention Transfer Network for Aspect-level Sentiment Classification | Oct 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework | Oct 6, 2022 | ClassificationData Augmentation | CodeCode Available | 1 |
| Aspect-oriented Opinion Alignment Network for Aspect-Based Sentiment Classification | Aug 22, 2023 | ManagementSentiment Analysis | CodeCode Available | 1 |
| A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations | May 20, 2025 | SentenceSentence 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 |
| 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 |
| Adversarial Training for Aspect-Based Sentiment Analysis with BERT | Jan 30, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction | Mar 13, 2021 | Aspect Sentiment Triplet ExtractionMachine Reading Comprehension | CodeCode Available | 1 |
| AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages | Feb 17, 2023 | DiversitySentiment Analysis | CodeCode Available | 1 |
| Cold-Start Aware User and Product Attention for Sentiment Classification | Jun 14, 2018 | 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 |
| Cross-Domain Sentiment Classification with In-Domain Contrastive Learning | Dec 5, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 |
| A Structured Self-attentive Sentence Embedding | Mar 9, 2017 | Author ProfilingGeneral Classification | CodeCode Available | 1 |
| Discretized Integrated Gradients for Explaining Language Models | Aug 31, 2021 | Feature ImportanceSentiment Analysis | 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 |
| Dual Rectified Linear Units (DReLUs): A Replacement for Tanh Activation Functions in Quasi-Recurrent Neural Networks | Jul 25, 2017 | 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 |
| Explaining NLP Models via Minimal Contrastive Editing (MiCE) | Dec 27, 2020 | counterfactualMultiple-choice | CodeCode Available | 1 |
| Exploiting BERT For Multimodal Target Sentiment Classification Through Input Space Translation | Aug 3, 2021 | Language ModelingLanguage Modelling | 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 |
