| Cross-Lingual Adaptation using Structural Correspondence Learning | Aug 4, 2010 | ClassificationDomain Adaptation | CodeCode Available | 1 | 5 |
| Cross-Domain Sentiment Classification with In-Domain Contrastive Learning | Dec 5, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval) | Apr 13, 2023 | ClassificationSentiment Analysis | CodeCode Available | 1 | 5 |
| DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act Recognition | Mar 8, 2022 | Dialog Act ClassificationGPU | CodeCode Available | 1 | 5 |
| Sentiment Classification in Bangla Textual Content: A Comparative Study | Nov 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| SSMix: Saliency-Based Span Mixup for Text Classification | Jun 15, 2021 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Stronger Data Poisoning Attacks Break Data Sanitization Defenses | Nov 2, 2018 | Data PoisoningSentiment Analysis | CodeCode Available | 1 | 5 |
| Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis | Oct 16, 2020 | Multimodal Sentiment AnalysisSentiment Analysis | CodeCode Available | 1 | 5 |
| Text Classification Using Label Names Only: A Language Model Self-Training Approach | Oct 14, 2020 | ClassificationDocument Classification | CodeCode Available | 1 | 5 |
| Transfer Learning with Joint Fine-Tuning for Multimodal Sentiment Analysis | Oct 11, 2022 | Multimodal Sentiment AnalysisSentiment Analysis | CodeCode Available | 1 | 5 |
| Transforming Sentiment Analysis in the Financial Domain with ChatGPT | Aug 13, 2023 | Prompt EngineeringSentiment Analysis | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Aspect-oriented Opinion Alignment Network for Aspect-Based Sentiment Classification | Aug 22, 2023 | ManagementSentiment Analysis | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data | Jun 20, 2022 | ClassificationDomain Adaptation | CodeCode Available | 1 | 5 |
| A Structured Self-attentive Sentence Embedding | Mar 9, 2017 | Author ProfilingGeneral Classification | CodeCode Available | 1 | 5 |
| Explain and Predict, and then Predict Again | Jan 11, 2021 | Explanation GenerationFact Verification | CodeCode Available | 1 | 5 |
| Explaining NLP Models via Minimal Contrastive Editing (MiCE) | Dec 27, 2020 | counterfactualMultiple-choice | CodeCode Available | 1 | 5 |
| Cold-Start Aware User and Product Attention for Sentiment Classification | Jun 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Attention Transfer Network for Aspect-level Sentiment Classification | Oct 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss | Jun 2, 2020 | DecoderGeneral Classification | CodeCode Available | 1 | 5 |
| BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework | Oct 6, 2022 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Faces: AI Blitz XIII Solutions | Apr 3, 2022 | Face RecognitionPrediction | CodeCode Available | 1 | 5 |
| Adversarial Training for Aspect-Based Sentiment Analysis with BERT | Jan 30, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations | May 20, 2025 | SentenceSentence Classification | CodeCode Available | 1 | 5 |
| Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis | Aug 1, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| A Unified Model for Opinion Target Extraction and Target Sentiment Prediction | Nov 13, 2018 | Aspect-Based Sentiment Analysis (ABSA)Sentiment Analysis | CodeCode Available | 1 | 5 |
| AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages | Feb 17, 2023 | DiversitySentiment Analysis | CodeCode Available | 1 | 5 |
| Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations | Oct 29, 2022 | ClusteringSentence | CodeCode Available | 1 | 5 |
| 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 | 5 |
| 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 | 5 |
| Human Language Modeling | May 10, 2022 | Age EstimationLanguage Modeling | CodeCode Available | 1 | 5 |
| Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction | Mar 13, 2021 | Aspect Sentiment Triplet ExtractionMachine Reading Comprehension | CodeCode Available | 1 | 5 |
| IITK at SemEval-2020 Task 8: Unimodal and Bimodal Sentiment Analysis of Internet Memes | Jul 21, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 | 5 |
| Improving BERT Performance for Aspect-Based Sentiment Analysis | Oct 22, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis | Nov 5, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Knowledge Distillation for BERT Unsupervised Domain Adaptation | Oct 22, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 | 5 |
| Can Pre-trained Language Models Interpret Similes as Smart as Human? | Mar 16, 2022 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 | 5 |
| Are self-explanations from Large Language Models faithful? | Jan 15, 2024 | counterfactualFaithfulness Critic | CodeCode Available | 1 | 5 |
| Learning Neural Models for Natural Language Processing in the Face of Distributional Shift | Sep 3, 2021 | Machine TranslationQuestion Answering | CodeCode Available | 1 | 5 |
| Modelling Context and Syntactical Features for Aspect-based Sentiment Analysis | Jul 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Multi-source Attention for Unsupervised Domain Adaptation | Apr 14, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 | 5 |
| kNN-Prompt: Nearest Neighbor Zero-Shot Inference | May 27, 2022 | Domain AdaptationLanguage Modelling | CodeCode Available | 1 | 5 |
| Exploiting Position Bias for Robust Aspect Sentiment Classification | May 29, 2021 | ClassificationPosition | CodeCode Available | 1 | 5 |
| Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization | Oct 30, 2020 | Contrastive LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis | Jul 16, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 | 5 |
| Polyglot Prompt: Multilingual Multitask PrompTraining | Apr 29, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models | Jun 16, 2020 | Domain AdaptationRepresentation Learning | CodeCode Available | 1 | 5 |
| VAuLT: Augmenting the Vision-and-Language Transformer for Sentiment Classification on Social Media | Aug 18, 2022 | DescriptiveDiversity | CodeCode Available | 1 | 5 |
