| A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations | May 20, 2025 | SentenceSentence Classification | CodeCode Available | 1 |
| Explaining NLP Models via Minimal Contrastive Editing (MiCE) | Dec 27, 2020 | counterfactualMultiple-choice | CodeCode Available | 1 |
| Explaining Patterns in Data with Language Models via Interpretable Autoprompting | Oct 4, 2022 | Explanation GenerationNatural Language Understanding | CodeCode Available | 1 |
| AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages | Feb 17, 2023 | DiversitySentiment Analysis | CodeCode Available | 1 |
| Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations | Oct 29, 2022 | ClusteringSentence | CodeCode Available | 1 |
| 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 |
| FinBERT: A Pretrained Language Model for Financial Communications | Jun 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| 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 |
| Great Memory, Shallow Reasoning: Limits of kNN-LMs | Aug 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| 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 |
| How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking | Apr 30, 2020 | PredictionQuestion Answering | CodeCode Available | 1 |
| Attention Transfer Network for Aspect-level Sentiment Classification | Oct 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| IITK at SemEval-2020 Task 8: Unimodal and Bimodal Sentiment Analysis of Internet Memes | Jul 21, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 1 |
| Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning | Feb 1, 2020 | ClassificationGeneral Classification | 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 |
| Knowledge Distillation for BERT Unsupervised Domain Adaptation | Oct 22, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| Large Language Models as Evaluators for Recommendation Explanations | Jun 5, 2024 | Common Sense ReasoningInstruction Following | CodeCode Available | 1 |
| Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Learning Neural Models for Natural Language Processing in the Face of Distributional Shift | Sep 3, 2021 | Machine TranslationQuestion Answering | CodeCode Available | 1 |
| Discretized Integrated Gradients for Explaining Language Models | Aug 31, 2021 | Feature ImportanceSentiment Analysis | CodeCode Available | 1 |
| Faces: AI Blitz XIII Solutions | Apr 3, 2022 | Face RecognitionPrediction | CodeCode Available | 1 |
| NewsMTSC: A Dataset for (Multi-)Target-dependent Sentiment Classification in Political News Articles | Apr 1, 2021 | ArticlesDecision Making | CodeCode Available | 1 |
| PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models | Jun 16, 2020 | Domain AdaptationRepresentation Learning | CodeCode Available | 1 |
| Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis | Jun 4, 2019 | Aspect-Based Sentiment Analysis (ABSA)Sentiment Analysis | CodeCode Available | 1 |
| VAuLT: Augmenting the Vision-and-Language Transformer for Sentiment Classification on Social Media | Aug 18, 2022 | DescriptiveDiversity | CodeCode Available | 1 |
