| Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models | Oct 18, 2022 | Language ModellingSentence | CodeCode Available | 8 |
| Sentiment Reasoning for Healthcare | Jul 24, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 3 |
| A Survey of Large Language Models in Finance (FinLLMs) | Feb 4, 2024 | Named Entity Recognition (NER)Question Answering | CodeCode Available | 3 |
| PyABSA: A Modularized Framework for Reproducible Aspect-based Sentiment Analysis | Aug 2, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 3 |
| PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance | Jun 8, 2023 | Conversational Question AnsweringLanguage Modeling | CodeCode Available | 2 |
| Enhancing Fine-grained Sentiment Classification Exploiting Local Context Embedding | Oct 2, 2020 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 2 |
| A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations | May 20, 2025 | SentenceSentence Classification | CodeCode Available | 1 |
| Great Memory, Shallow Reasoning: Limits of kNN-LMs | Aug 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Large Language Models as Evaluators for Recommendation Explanations | Jun 5, 2024 | Common Sense ReasoningInstruction Following | CodeCode Available | 1 |
| You Only Read Once: Constituency-Oriented Relational Graph Convolutional Network for Multi-Aspect Multi-Sentiment Classification | Mar 24, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Are self-explanations from Large Language Models faithful? | Jan 15, 2024 | counterfactualFaithfulness Critic | CodeCode Available | 1 |
| TurkishBERTweet: Fast and Reliable Large Language Model for Social Media Analysis | Nov 29, 2023 | Hate Speech DetectionLanguage Modeling | CodeCode Available | 1 |
| FinEntity: Entity-level Sentiment Classification for Financial Texts | Oct 19, 2023 | ClassificationSentiment Analysis | CodeCode Available | 1 |
| RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification | Oct 14, 2023 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 |
| Aspect-oriented Opinion Alignment Network for Aspect-Based Sentiment Classification | Aug 22, 2023 | ManagementSentiment Analysis | CodeCode Available | 1 |
| Transforming Sentiment Analysis in the Financial Domain with ChatGPT | Aug 13, 2023 | Prompt EngineeringSentiment Analysis | CodeCode Available | 1 |
| UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis | Jun 1, 2023 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 |
| 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 |
| SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval) | Apr 13, 2023 | ClassificationSentiment Analysis | CodeCode Available | 1 |
| AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages | Feb 17, 2023 | DiversitySentiment Analysis | CodeCode Available | 1 |
| InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis | Feb 16, 2023 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| UDApter -- Efficient Domain Adaptation Using Adapters | Feb 7, 2023 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations | Oct 29, 2022 | ClusteringSentence | CodeCode Available | 1 |
| Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis | Oct 18, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
