| A Novel Approach for Enhancing Sentiment Classification of Persian Reviews Using Convolutional Neural Network and Majority Voting Classifier | Dec 17, 2021 | Ensemble LearningMajority Voting Classifier | CodeCode Available | 0 |
| Sentiment Analysis on Brazilian Portuguese User Reviews | Dec 10, 2021 | Document EmbeddingSentiment Analysis | —Unverified | 0 |
| Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks | Dec 6, 2021 | Continual LearningSentiment Analysis | —Unverified | 0 |
| Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification | Dec 5, 2021 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks | Dec 5, 2021 | ClassificationContinual Learning | —Unverified | 0 |
| Sentiment Analysis For Bengali Using Transformer Based Models | Dec 1, 2021 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| A Pretrained YouTuber Embeddings for Improving Sentiment Classification of YouTube Comments | Dec 1, 2021 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Sentiment Analysis and Effect of COVID-19 Pandemic using College SubReddit Data | Nov 30, 2021 | Graph AttentionSentiment Analysis | CodeCode Available | 0 |
| Topic Driven Adaptive Network for Cross-Domain Sentiment Classification | Nov 28, 2021 | ClassificationDomain Adaptation | —Unverified | 0 |
| Isomer: Transfer enhanced Dual-Channel Heterogeneous Dependency Attention Network for Aspect-based Sentiment Classification | Nov 21, 2021 | SentenceSentiment Analysis | —Unverified | 0 |
| AWARE: Aspect-Based Sentiment Analysis Dataset of Apps Reviews for Requirements Elicitation | Nov 19, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Can Pre-trained Language Models Interpret Similes as Smart as Human? | Nov 16, 2021 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Prompt-Learning for Fine-Grained Entity Typing | Nov 16, 2021 | Entity TypingKnowledge Probing | —Unverified | 0 |
| Pre-training Pre-trained Models with Auxiliary Labels and Fine-tuning for Text Classification | Nov 16, 2021 | ClassificationSentence | —Unverified | 0 |
| Contrastive Clustering: Toward Unsupervised Bias Reduction for Emotion and Sentiment Classification | Nov 14, 2021 | ClusteringSentiment Analysis | —Unverified | 0 |
| TaskDrop: A Competitive Baseline for Continual Learning of Sentiment Classification | Nov 5, 2021 | ClassificationContinual Learning | CodeCode Available | 0 |
| What Models Know About Their Attackers: Deriving Attacker Information From Latent Representations | Nov 1, 2021 | Abuse DetectionAdversarial Text | —Unverified | 0 |
| Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection | Nov 1, 2021 | RelationSentiment Analysis | CodeCode Available | 1 |
| Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification | Nov 1, 2021 | Classificationcounterfactual | CodeCode Available | 0 |
| Saliency-based Multi-View Mixed Language Training for Zero-shot Cross-lingual Classification | Nov 1, 2021 | Cross-Lingual Sentiment ClassificationDialogue State Tracking | —Unverified | 0 |
| Casting the Same Sentiment Classification Problem | Nov 1, 2021 | ClassificationLanguage Modeling | CodeCode Available | 0 |
| AdvCodeMix: Adversarial Attack on Code-Mixed Data | Oct 30, 2021 | Adversarial AttackSentence | —Unverified | 0 |
| Distributionally Robust Classifiers in Sentiment Analysis | Oct 20, 2021 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction | Oct 20, 2021 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| LSA: Modeling Aspect Sentiment Coherency via Local Sentiment Aggregation | Oct 16, 2021 | Adversarial DefenseAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Span Detection for Aspect-Based Sentiment Analysis in Vietnamese | Oct 15, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Aspect-Sentiment-Multiple-Opinion Triplet Extraction | Oct 14, 2021 | Aspect Sentiment Triplet ExtractionExtract Aspect | CodeCode Available | 0 |
| Using Psuedolabels for training Sentiment Classifiers makes the model generalize better across datasets | Oct 5, 2021 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| A Corpus for Dimensional Sentiment Classification on YouTube Streaming Service | Oct 1, 2021 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Aggregating User-Centric and Post-Centric Sentiments from Social Media for Topical Stance Prediction | Oct 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Home Appliance Review Research Via Adversarial Reptile | Oct 1, 2021 | Aspect Category Sentiment ClassificationMeta-Learning | —Unverified | 0 |
| BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification | Oct 1, 2021 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Adversarial Training: A simple and efficient technique to Improving NLP Robustness | Sep 29, 2021 | Adversarial TextAttribute | —Unverified | 0 |
| Improving Sentiment Classification Using 0-Shot Generated Labels for Custom Transformer Embeddings | Sep 29, 2021 | ClassificationSentiment Analysis | —Unverified | 0 |
| Classifying Tweet Sentiment Using the Hidden State and Attention Matrix of a Fine-tuned BERTweet Model | Sep 29, 2021 | ClassificationSentiment Analysis | —Unverified | 0 |
| Decision Making For Celebrity Branding: An Opinion Mining Approach Based On Polarity And Sentiment Analysis Using Twitter Consumer-Generated Content (CGC) | Sep 26, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| SentiPrompt: Sentiment Knowledge Enhanced Prompt-Tuning for Aspect-Based Sentiment Analysis | Sep 17, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Dialog speech sentiment classification for imbalanced datasets | Sep 15, 2021 | ClassificationSentiment Analysis | —Unverified | 0 |
| Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding | Sep 14, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification | Sep 9, 2021 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| Open Aspect Target Sentiment Classification with Natural Language Prompts | Sep 8, 2021 | ClassificationSentiment Analysis | CodeCode Available | 1 |
| Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction | Sep 6, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Learning Neural Models for Natural Language Processing in the Face of Distributional Shift | Sep 3, 2021 | Machine TranslationQuestion Answering | CodeCode Available | 1 |
| Discretized Integrated Gradients for Explaining Language Models | Aug 31, 2021 | Feature ImportanceSentiment Analysis | CodeCode Available | 1 |
| Cross-Lingual Text Classification of Transliterated Hindi and Malayalam | Aug 31, 2021 | BenchmarkingClassification | CodeCode Available | 0 |
| Using GAN-based models to sentimental analysis on imbalanced datasets in education domain | Aug 26, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| AR-BERT: Aspect-relation enhanced Aspect-level Sentiment Classification with Multi-modal Explanations | Aug 26, 2021 | Aspect-Based Sentiment Analysis (ABSA)Explanation Generation | CodeCode Available | 1 |
| Prompt-Learning for Fine-Grained Entity Typing | Aug 24, 2021 | Entity TypingKnowledge Probing | —Unverified | 0 |
| SERF: Towards better training of deep neural networks using log-Softplus ERror activation Function | Aug 21, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Understand me, if you refer to Aspect Knowledge: Knowledge-aware Gated Recurrent Memory Network | Aug 5, 2021 | Aspect-Based Sentiment Analysis (ABSA)Sentiment Analysis | CodeCode Available | 0 |