| Learn2Weight: Weights Transfer Defense against Similar-domain Adversarial Attacks | Jan 1, 2021 | Adversarial AttackDomain Adaptation | —Unverified | 0 |
| Feedforward Legendre Memory Unit | Jan 1, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Aspect-based Sentiment Classification via Reinforcement Learning | Jan 1, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| TextTN: Probabilistic Encoding of Language on Tensor Network | Jan 1, 2021 | General ClassificationSentence | —Unverified | 0 |
| 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 |
| Building domain specific lexicon based on TikTok comment dataset | Dec 16, 2020 | SentenceSentiment Analysis | CodeCode Available | 0 |
| Multi-Aspect Sentiment Analysis with Latent Sentiment-Aspect Attribution | Dec 15, 2020 | SentenceSentiment Analysis | —Unverified | 0 |
| "Let's Eat Grandma": Does Punctuation Matter in Sentence Representation? | Dec 10, 2020 | SentenceSentiment Analysis | CodeCode Available | 0 |
| Cross-Domain Sentiment Classification with In-Domain Contrastive Learning | Dec 5, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Sentiment analysis in Bengali via transfer learning using multi-lingual BERT | Dec 3, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| SUKHAN: Corpus of Hindi Shayaris annotated with Sentiment Polarity Information | Dec 1, 2020 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Only text? only image? or both? Predicting sentiment of internet memes | Dec 1, 2020 | ClassificationMeme Classification | —Unverified | 0 |
| MEISD: A Multimodal Multi-Label Emotion, Intensity and Sentiment Dialogue Dataset for Emotion Recognition and Sentiment Analysis in Conversations | Dec 1, 2020 | Emotion RecognitionSentiment Analysis | —Unverified | 0 |
| Modeling Local Contexts for Joint Dialogue Act Recognition and Sentiment Classification with Bi-channel Dynamic Convolutions | Dec 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network | Dec 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Label Correction Model for Aspect-based Sentiment Analysis | Dec 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Effective Few-Shot Classification with Transfer Learning | Dec 1, 2020 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Syntax-Aware Graph Attention Network for Aspect-Level Sentiment Classification | Dec 1, 2020 | ClassificationGraph Attention | —Unverified | 0 |
| Bayes-enhanced Lifelong Attention Networks for Sentiment Classification | Dec 1, 2020 | ClassificationSentiment Analysis | —Unverified | 0 |
| Urszula Wali\'nska at SemEval-2020 Task 8: Fusion of Text and Image Features Using LSTM and VGG16 for Memotion Analysis | Dec 1, 2020 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| SIS@IIITH at SemEval-2020 Task 8: An Overview of Simple Text Classification Methods for Meme Analysis | Dec 1, 2020 | ClassificationOptical Character Recognition (OCR) | —Unverified | 0 |
| Memebusters at SemEval-2020 Task 8: Feature Fusion Model for Sentiment Analysis on Memes Using Transfer Learning | Dec 1, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| UI at SemEval-2020 Task 8: Text-Image Fusion for Sentiment Classification | Dec 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| BennettNLP at SemEval-2020 Task 8: Multimodal sentiment classification Using Hybrid Hierarchical Classifier | Dec 1, 2020 | Multimodal Sentiment AnalysisOptical Character Recognition (OCR) | —Unverified | 0 |
| NLP\_UIOWA at SemEval-2020 Task 8: You're Not the Only One Cursed with Knowledge - Multi Branch Model Memotion Analysis | Dec 1, 2020 | ClassificationSentiment Analysis | —Unverified | 0 |
| UoR at SemEval-2020 Task 8: Gaussian Mixture Modelling (GMM) Based Sampling Approach for Multi-modal Memotion Analysis | Dec 1, 2020 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| BAN-ABSA: An Aspect-Based Sentiment Analysis dataset for Bengali and it's baseline evaluation | Dec 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| 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 |
| Does BERT Understand Sentiment? Leveraging Comparisons Between Contextual and Non-Contextual Embeddings to Improve Aspect-Based Sentiment Models | Nov 23, 2020 | Aspect-Based Sentiment Analysis (ABSA)Language Modeling | —Unverified | 0 |
| Sentiment Classification in Bangla Textual Content: A Comparative Study | Nov 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Palomino-Ochoa at SemEval-2020 Task 9: Robust System based on Transformer for Code-Mixed Sentiment Classification | Nov 18, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources | Nov 17, 2020 | Domain AdaptationGenerative Adversarial Network | CodeCode Available | 0 |
| Tweet Sentiment Quantification: An Experimental Re-Evaluation | Nov 4, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| Re-Assessing the "Classify and Count" Quantification Method | Nov 4, 2020 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| Cross-lingual sentiment classification in low-resource Bengali language | Nov 1, 2020 | BenchmarkingClassification | CodeCode Available | 0 |
| Using the Past Knowledge to Improve Sentiment Classification | Nov 1, 2020 | ClassificationKnowledge Distillation | —Unverified | 0 |
| Convolution over Hierarchical Syntactic and Lexical Graphs for Aspect Level Sentiment Analysis | Nov 1, 2020 | RelationSentence | —Unverified | 0 |
| Sentiment Analysis of Tweets using Heterogeneous Multi-layer Network Representation and Embedding | Nov 1, 2020 | General ClassificationSentiment Analysis | —Unverified | 0 |
| Inducing Target-Specific Latent Structures for Aspect Sentiment Classification | Nov 1, 2020 | ClassificationDependency Parsing | —Unverified | 0 |
| Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification | Nov 1, 2020 | General ClassificationMultiple Instance Learning | —Unverified | 0 |
| Opinion Transmission Network for Jointly Improving Aspect-oriented Opinion Words Extraction and Sentiment Classification | Nov 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization | Oct 30, 2020 | Contrastive LearningGeneral Classification | CodeCode Available | 1 |
| Global Sentiment Analysis Of COVID-19 Tweets Over Time | Oct 27, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| Attention Transfer Network for Aspect-level Sentiment Classification | Oct 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Pretraining and Fine-Tuning Strategies for Sentiment Analysis of Latvian Tweets | Oct 23, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| Improving BERT Performance for Aspect-Based Sentiment Analysis | Oct 22, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews | Oct 22, 2020 | DisentanglementSentiment Analysis | CodeCode Available | 0 |
| Knowledge Distillation for BERT Unsupervised Domain Adaptation | Oct 22, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| JUNLP@Dravidian-CodeMix-FIRE2020: Sentiment Classification of Code-Mixed Tweets using Bi-Directional RNN and Language Tags | Oct 20, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |