| Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models | Oct 18, 2022 | Language ModellingSentence | CodeCode Available | 8 | 5 |
| A Survey of Large Language Models in Finance (FinLLMs) | Feb 4, 2024 | Named Entity Recognition (NER)Question Answering | CodeCode Available | 3 | 5 |
| PyABSA: A Modularized Framework for Reproducible Aspect-based Sentiment Analysis | Aug 2, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 3 | 5 |
| Sentiment Reasoning for Healthcare | Jul 24, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 3 | 5 |
| Enhancing Fine-grained Sentiment Classification Exploiting Local Context Embedding | Oct 2, 2020 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 2 | 5 |
| PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance | Jun 8, 2023 | Conversational Question AnsweringLanguage Modeling | CodeCode Available | 2 | 5 |
| How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking | Apr 30, 2020 | PredictionQuestion Answering | CodeCode Available | 1 | 5 |
| GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis | Sep 22, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| How recurrent networks implement contextual processing in sentiment analysis | Apr 17, 2020 | NegationSentiment Analysis | CodeCode Available | 1 | 5 |
| Exploiting Position Bias for Robust Aspect Sentiment Classification | May 29, 2021 | ClassificationPosition | CodeCode Available | 1 | 5 |
| Induction Networks for Few-Shot Text Classification | Feb 27, 2019 | Few-Shot Text ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| FinEntity: Entity-level Sentiment Classification for Financial Texts | Oct 19, 2023 | ClassificationSentiment Analysis | 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 |
| 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 |
| Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis | Aug 1, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network | Feb 22, 2020 | Aspect-Based Sentiment Analysis (ABSA)Classification | 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 |
| Cross-Domain Sentiment Classification with In-Domain Contrastive Learning | Dec 5, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages | Feb 17, 2023 | DiversitySentiment 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 |
| GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games | Jan 28, 2022 | AttributeFeature Importance | CodeCode Available | 1 | 5 |
| Exploiting BERT For Multimodal Target Sentiment Classification Through Input Space Translation | Aug 3, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| A Structured Self-attentive Sentence Embedding | Mar 9, 2017 | Author ProfilingGeneral Classification | CodeCode Available | 1 | 5 |
| FEEL-IT: Emotion and Sentiment Classification for the Italian Language | Apr 1, 2021 | ClassificationSentiment Analysis | CodeCode Available | 1 | 5 |
| FinBERT: A Pretrained Language Model for Financial Communications | Jun 15, 2020 | Language ModelingLanguage Modelling | 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 |
| Great Memory, Shallow Reasoning: Limits of kNN-LMs | Aug 21, 2024 | Language ModelingLanguage Modelling | 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 |
| BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework | Oct 6, 2022 | ClassificationData Augmentation | 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 |
| 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 |
| 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 | 5 |
| Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations | Oct 29, 2022 | ClusteringSentence | CodeCode Available | 1 | 5 |
| Continual Learning with Knowledge Transfer for Sentiment Classification | Dec 18, 2021 | ClassificationContinual Learning | 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 |
| Adversarial Training for Aspect-Based Sentiment Analysis with BERT | Jan 30, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Cross-Lingual Adaptation using Structural Correspondence Learning | Aug 4, 2010 | ClassificationDomain Adaptation | 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 |
| Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data | Jun 20, 2022 | ClassificationDomain Adaptation | CodeCode Available | 1 | 5 |
| A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations | May 20, 2025 | SentenceSentence Classification | 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 |
| 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 |
| Explaining Patterns in Data with Language Models via Interpretable Autoprompting | Oct 4, 2022 | Explanation GenerationNatural Language Understanding | 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 |
| 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 |
| Discretized Integrated Gradients for Explaining Language Models | Aug 31, 2021 | Feature ImportanceSentiment Analysis | CodeCode Available | 1 | 5 |
