| Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals | Oct 21, 2022 | Classificationcounterfactual | CodeCode Available | 0 |
| Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models | Oct 18, 2022 | Language ModellingSentence | CodeCode Available | 8 |
| Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis | Oct 18, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Transfer Learning with Joint Fine-Tuning for Multimodal Sentiment Analysis | Oct 11, 2022 | Multimodal Sentiment AnalysisSentiment Analysis | CodeCode Available | 1 |
| BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework | Oct 6, 2022 | ClassificationData Augmentation | CodeCode Available | 1 |
| Explaining Patterns in Data with Language Models via Interpretable Autoprompting | Oct 4, 2022 | Explanation GenerationNatural Language Understanding | CodeCode Available | 1 |
| Span Extraction Aided Improved Code-mixed Sentiment Classification | Oct 1, 2022 | ClassificationMulti-Task Learning | CodeCode Available | 0 |
| Leveraging Semantic and Sentiment Knowledge for User-Generated Text Sentiment Classification | Oct 1, 2022 | ClassificationDecision Making | —Unverified | 0 |
| Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Unsupervised Data Augmentation for Aspect Based Sentiment Analysis | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Composition-based Heterogeneous Graph Multi-channel Attention Network for Multi-aspect Multi-sentiment Classification | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Learnable Dependency-based Double Graph Structure for Aspect-based Sentiment Analysis | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| One-Teacher and Multiple-Student Knowledge Distillation on Sentiment Classification | Oct 1, 2022 | Ensemble LearningKnowledge Distillation | CodeCode Available | 0 |
| Does Attention Mechanism Possess the Feature of Human Reading? A Perspective of Sentiment Classification Task | Sep 8, 2022 | SentenceSentiment Analysis | —Unverified | 0 |
| Zero-shot Aspect-level Sentiment Classification via Explicit Utilization of Aspect-to-Document Sentiment Composition | Sep 6, 2022 | ClassificationSentiment Analysis | —Unverified | 0 |
| A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment Analysis | Aug 24, 2022 | Aspect ExtractionSentiment Analysis | CodeCode Available | 0 |
| Target-oriented Sentiment Classification with Sequential Cross-modal Semantic Graph | Aug 19, 2022 | DecoderImage Captioning | CodeCode Available | 0 |
| VAuLT: Augmenting the Vision-and-Language Transformer for Sentiment Classification on Social Media | Aug 18, 2022 | DescriptiveDiversity | CodeCode Available | 1 |
| Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification | Aug 18, 2022 | 3D Point Cloud ClassificationClassification | —Unverified | 0 |
| The Moral Foundations Reddit Corpus | Aug 10, 2022 | domain classificationSentiment Analysis | CodeCode Available | 0 |
| PyABSA: A Modularized Framework for Reproducible Aspect-based Sentiment Analysis | Aug 2, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 3 |
| Towards a Sentiment-Aware Conversational Agent | Jul 24, 2022 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| STT: Soft Template Tuning for Few-Shot Adaptation | Jul 18, 2022 | Few-Shot LearningLanguage Modeling | —Unverified | 0 |
| Exploiting Word Semantics to Enrich Character Representations of Chinese Pre-trained Models | Jul 13, 2022 | Machine Reading ComprehensionNatural Language Inference | CodeCode Available | 0 |
| Multimodal Feature Extraction for Memes Sentiment Classification | Jul 7, 2022 | ClassificationMeme Classification | —Unverified | 0 |
