| Don't Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text | May 25, 2023 | Adversarial RobustnessClassification | —Unverified | 0 |
| Zero-shot Approach to Overcome Perturbation Sensitivity of Prompts | May 25, 2023 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Sentiment Analysis in the Era of Large Language Models: A Reality Check | May 24, 2023 | Aspect-Based Sentiment AnalysisFew-Shot Learning | CodeCode Available | 1 |
| PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training | May 23, 2023 | Pseudo LabelSentiment Analysis | CodeCode Available | 1 |
| Improving Classifier Robustness through Active Generation of Pairwise Counterfactuals | May 22, 2023 | counterfactualData Augmentation | —Unverified | 0 |
| A Weak Supervision Approach for Few-Shot Aspect Based Sentiment | May 19, 2023 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification | May 18, 2023 | Domain AdaptationMachine Translation | CodeCode Available | 0 |
| Asymmetric feature interaction for interpreting model predictions | May 12, 2023 | modelSentiment Analysis | CodeCode Available | 0 |
| CrudeBERT: Applying Economic Theory towards fine-tuning Transformer-based Sentiment Analysis Models to the Crude Oil Market | May 10, 2023 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation | May 4, 2023 | counterfactualDomain Adaptation | CodeCode Available | 0 |
| Psychologically-Inspired Causal Prompts | May 2, 2023 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| HausaNLP at SemEval-2023 Task 10: Transfer Learning, Synthetic Data and Side-Information for Multi-Level Sexism Classification | Apr 28, 2023 | ClassificationSentiment Analysis | —Unverified | 0 |
| UIO at SemEval-2023 Task 12: Multilingual fine-tuning for sentiment classification in low-resource languages | Apr 27, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| HausaNLP at SemEval-2023 Task 12: Leveraging African Low Resource TweetData for Sentiment Analysis | Apr 26, 2023 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| Processing Natural Language on Embedded Devices: How Well Do Transformer Models Perform? | Apr 23, 2023 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval) | Apr 13, 2023 | ClassificationSentiment Analysis | CodeCode Available | 1 |
| Masakhane-Afrisenti at SemEval-2023 Task 12: Sentiment Analysis using Afro-centric Language Models and Adapters for Low-resource African Languages | Apr 13, 2023 | ClassificationSentiment Analysis | —Unverified | 0 |
| Towards systematic intraday news screening: a liquidity-focused approach | Apr 11, 2023 | ArticlesSentiment Analysis | —Unverified | 0 |
| Adopting Two Supervisors for Efficient Use of Large-Scale Remote Deep Neural Networks | Apr 5, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Sentiment Analysis Dataset in Moroccan Dialect: Bridging the Gap Between Arabic and Latin Scripted dialect | Mar 28, 2023 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| Borrowing Human Senses: Comment-Aware Self-Training for Social Media Multimodal Classification | Mar 27, 2023 | ClassificationHate Speech Detection | CodeCode Available | 0 |
| Verifying Properties of Tsetlin Machines | Mar 25, 2023 | Adversarial RobustnessInterpretable Machine Learning | CodeCode Available | 0 |
| MSAT: Biologically Inspired Multi-Stage Adaptive Threshold for Conversion of Spiking Neural Networks | Mar 23, 2023 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Learning for Amalgamation: A Multi-Source Transfer Learning Framework For Sentiment Classification | Mar 16, 2023 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 |
| Cross-domain Sentiment Classification in Spanish | Mar 15, 2023 | ClassificationSentiment Analysis | —Unverified | 0 |
