| IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis | Oct 1, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 | 5 |
| Teacher-Class Network: A Neural Network Compression Mechanism | Apr 7, 2020 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction | Oct 20, 2021 | BenchmarkingLanguage Modeling | CodeCode Available | 0 | 5 |
| Text Length Adaptation in Sentiment Classification | Sep 18, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| ρ-hot Lexicon Embedding-based Two-level LSTM for Sentiment Analysis | Mar 21, 2018 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 | 5 |
| Optimal and efficient text counterfactuals using Graph Neural Networks | Aug 4, 2024 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Hierarchical Attention Transfer Network for Cross-Domain Sentiment Classification | Apr 26, 2018 | ClassificationCross-Domain Text Classification | CodeCode Available | 0 | 5 |
| Has Sentiment Returned to the Pre-pandemic Level? A Sentiment Analysis Using U.S. College Subreddit Data from 2019 to 2022 | Sep 16, 2023 | Graph AttentionSentiment Analysis | CodeCode Available | 0 | 5 |
| DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction | Jun 5, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 | 5 |
| An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis | Apr 4, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 | 5 |
| HausaNLP at SemEval-2023 Task 12: Leveraging African Low Resource TweetData for Sentiment Analysis | Apr 26, 2023 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 | 5 |
| Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks | Feb 28, 2015 | General ClassificationSemantic Similarity | CodeCode Available | 0 | 5 |
| Improving the Accuracy of Pre-trained Word Embeddings for Sentiment Analysis | Nov 23, 2017 | MarketingPart-Of-Speech Tagging | CodeCode Available | 0 | 5 |
| Fine-tuning Tree-LSTM for phrase-level sentiment classification on a Polish dependency treebank. Submission to PolEval task 2 | Nov 3, 2017 | General ClassificationSentiment Analysis | CodeCode Available | 0 | 5 |
| Divide (Text) and Conquer (Sentiment): Improved Sentiment Classification by Constituent Conflict Resolution | May 8, 2025 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 | 5 |
| FiSSA at SemEval-2020 Task 9: Fine-tuned For Feelings | Jul 24, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Distributionally Robust Classifiers in Sentiment Analysis | Oct 20, 2021 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 | 5 |
| Distilling Fine-grained Sentiment Understanding from Large Language Models | Dec 24, 2024 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 | 5 |
| LSA: Modeling Aspect Sentiment Coherency via Local Sentiment Aggregation | Oct 16, 2021 | Adversarial DefenseAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 | 5 |
| GIRNet: Interleaved Multi-Task Recurrent State Sequence Models | Nov 28, 2018 | Part-Of-Speech TaggingPosition | CodeCode Available | 0 | 5 |
| Backpropagating through Structured Argmax using a SPIGOT | May 12, 2018 | Dependency ParsingReinforcement Learning | CodeCode Available | 0 | 5 |
| Fast and accurate sentiment classification using an enhanced Naive Bayes model | May 27, 2013 | feature selectionGeneral Classification | CodeCode Available | 0 | 5 |
| Discrete Opinion Tree Induction for Aspect-based Sentiment Analysis | May 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 | 5 |
| An Information-Theoretic Approach to Analyze NLP Classification Tasks | Feb 1, 2024 | Multiple-choiceReading Comprehension | CodeCode Available | 0 | 5 |
| Fast Dawid-Skene: A Fast Vote Aggregation Scheme for Sentiment Classification | Mar 7, 2018 | General ClassificationSentiment Analysis | CodeCode Available | 0 | 5 |
| Exploiting Word Semantics to Enrich Character Representations of Chinese Pre-trained Models | Jul 13, 2022 | Machine Reading ComprehensionNatural Language Inference | CodeCode Available | 0 | 5 |
| Processing Natural Language on Embedded Devices: How Well Do Transformer Models Perform? | Apr 23, 2023 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 | 5 |
| Exploiting Document Knowledge for Aspect-level Sentiment Classification | Jun 12, 2018 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 0 | 5 |
| Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification | Nov 16, 2018 | General ClassificationSentence | CodeCode Available | 0 | 5 |
| Distilling Task-Specific Knowledge from BERT into Simple Neural Networks | Mar 28, 2019 | Natural Language InferenceSentence | CodeCode Available | 0 | 5 |
| Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales | Apr 3, 2024 | Contrastive LearningHate Speech Detection | CodeCode Available | 0 | 5 |
| Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification | Jun 6, 2016 | ClassificationCross-Lingual Document Classification | CodeCode Available | 0 | 5 |
| Give your Text Representation Models some Love: the Case for Basque | Mar 31, 2020 | General ClassificationNER | CodeCode Available | 0 | 5 |
| Fine-grained Sentiment Classification using BERT | Oct 4, 2019 | Chinese Sentiment AnalysisClassification | CodeCode Available | 0 | 5 |
| Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall Ratings | Aug 1, 2018 | General ClassificationMulti-Task Learning | CodeCode Available | 0 | 5 |
| Explaining a Neural Attention Model for Aspect-Based Sentiment Classification Using Diagnostic Classification | Mar 29, 2021 | ClassificationDiagnostic | CodeCode Available | 0 | 5 |
| An Interpretable and Uncertainty Aware Multi-Task Framework for Multi-Aspect Sentiment Analysis | Sep 18, 2020 | Extract AspectMulti-Task Learning | CodeCode Available | 0 | 5 |
| Example-based Hypernetworks for Out-of-Distribution Generalization | Mar 27, 2022 | DecoderDomain Adaptation | CodeCode Available | 0 | 5 |
| Exercise? I thought you said 'Extra Fries': Leveraging Sentence Demarcations and Multi-hop Attention for Meme Affect Analysis | Mar 23, 2021 | AllSentence | CodeCode Available | 0 | 5 |
| Grey-box Adversarial Attack And Defence For Sentiment Classification | Mar 22, 2021 | Adversarial AttackClassification | CodeCode Available | 0 | 5 |
| Defense of Word-level Adversarial Attacks via Random Substitution Encoding | May 1, 2020 | General ClassificationSentiment Analysis | CodeCode Available | 0 | 5 |
| HCMS at SemEval-2020 Task 9: A Neural Approach to Sentiment Analysis for Code-Mixed Texts | Jul 23, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 | 5 |
| A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification | Apr 10, 2019 | General ClassificationSentiment Analysis | CodeCode Available | 0 | 5 |
| A Systematic Comparison of Architectures for Document-Level Sentiment Classification | Feb 19, 2020 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Domain Adapted Word Embeddings for Improved Sentiment Classification | May 11, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Enhancing Pharmacovigilance with Drug Reviews and Social Media | Apr 18, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning | May 31, 2022 | Contrastive LearningGenre classification | CodeCode Available | 0 | 5 |
| EmotionGIF-Yankee: A Sentiment Classifier with Robust Model Based Ensemble Methods | Jul 5, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Enhancing Sentence Embedding with Generalized Pooling | Jun 26, 2018 | Author ProfilingGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Pyramid Convolutional Neural Networks for Text Categorization | Jul 1, 2017 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 | 5 |
