| Reward Engineering for Generating Semi-structured Explanation | Sep 15, 2023 | Explanation GenerationReinforcement Learning (RL) | CodeCode Available | 0 |
| Elaborative Simplification: Content Addition and Explanation Generation in Text Simplification | Oct 20, 2020 | Explanation GenerationSentence | CodeCode Available | 0 |
| FMDLlama: Financial Misinformation Detection based on Large Language Models | Sep 24, 2024 | Explanation GenerationInstruction Following | CodeCode Available | 0 |
| Empowering CAM-Based Methods with Capability to Generate Fine-Grained and High-Faithfulness Explanations | Mar 16, 2023 | Explanation Generation | CodeCode Available | 0 |
| Learning to Generate Explanation from e-Hospital Services for Medical Suggestion | Oct 1, 2022 | Explanation GenerationMulti-Task Learning | CodeCode Available | 0 |
| LIREx: Augmenting Language Inference with Relevant Explanation | Dec 16, 2020 | Explanation GenerationNatural Language Inference | CodeCode Available | 0 |
| LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference | May 28, 2025 | Explanation GenerationNatural Language Inference | CodeCode Available | 0 |
| ExPUNations: Augmenting Puns with Keywords and Explanations | Oct 24, 2022 | Explanation GenerationNatural Language Understanding | CodeCode Available | 0 |
| RU22Fact: Optimizing Evidence for Multilingual Explainable Fact-Checking on Russia-Ukraine Conflict | Mar 25, 2024 | 16kClaim Verification | CodeCode Available | 0 |
| Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture | May 22, 2023 | Active LearningDecision Making | CodeCode Available | 0 |
| Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models | Sep 19, 2023 | Explanation GenerationLanguage Modelling | CodeCode Available | 0 |
| Aligning Explanations for Recommendation with Rating and Feature via Maximizing Mutual Information | Jul 18, 2024 | Explanation Generation | CodeCode Available | 0 |
| Does Rationale Quality Matter? Enhancing Mental Disorder Detection via Selective Reasoning Distillation | May 26, 2025 | Explanation GenerationTransfer Learning | CodeCode Available | 0 |
| Self-Rationalization in the Wild: A Large Scale Out-of-Distribution Evaluation on NLI-related tasks | Feb 7, 2025 | Abstractive Text SummarizationExplanation Generation | CodeCode Available | 0 |
| Sentiment-enhanced Graph-based Sarcasm Explanation in Dialogue | Feb 6, 2024 | Explanation GenerationLanguage Modelling | CodeCode Available | 0 |
| An Information Retrieval Approach to Building Datasets for Hate Speech Detection | Jun 17, 2021 | Active LearningExplanation Generation | CodeCode Available | 0 |
| Mismatch Quest: Visual and Textual Feedback for Image-Text Misalignment | Dec 5, 2023 | Explanation GenerationVisual Grounding | CodeCode Available | 0 |
| Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem | Sep 11, 2024 | Explanation GenerationLanguage Modelling | CodeCode Available | 0 |
| SNAPE-PM: Building and Utilizing Dynamic Partner Models for Adaptive Explanation Generation | May 19, 2025 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Explanation Regeneration via Information Bottleneck | Dec 19, 2022 | Explanation GenerationLanguage Modeling | CodeCode Available | 0 |
| Multimodal Coherent Explanation Generation of Robot Failures | Oct 1, 2024 | Explanation GenerationNatural Language Inference | CodeCode Available | 0 |
| Tox-BART: Leveraging Toxicity Attributes for Explanation Generation of Implicit Hate Speech | Jun 6, 2024 | Explanation GenerationWorld Knowledge | CodeCode Available | 0 |
| Counterfactual Explanations for Models of Code | Nov 10, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Sustainable transparency in Recommender Systems: Bayesian Ranking of Images for Explainability | Jul 27, 2023 | Explainable RecommendationExplanation Generation | CodeCode Available | 0 |
| Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model Approach | Feb 9, 2024 | Explanation GenerationFact Checking | CodeCode Available | 0 |
| NN2Rules: Extracting Rule List from Neural Networks | Jul 4, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 |
| Take It Easy: Label-Adaptive Self-Rationalization for Fact Verification and Explanation Generation | Oct 5, 2024 | Explanation GenerationFact Checking | CodeCode Available | 0 |
| Explaining Interactions Between Text Spans | Oct 20, 2023 | Community DetectionDecision Making | CodeCode Available | 0 |
| Target-Augmented Shared Fusion-based Multimodal Sarcasm Explanation Generation | Feb 11, 2025 | Explanation Generation | CodeCode Available | 0 |
| Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy Logic | Sep 18, 2021 | Explanation GenerationLogical Reasoning | CodeCode Available | 0 |
| Chunk-aware Alignment and Lexical Constraint for Visual Entailment with Natural Language Explanations | Jul 23, 2022 | Decision MakingExplanation Generation | CodeCode Available | 0 |
| T-TAME: Trainable Attention Mechanism for Explaining Convolutional Networks and Vision Transformers | Mar 7, 2024 | Explanation Generationimage-classification | CodeCode Available | 0 |
| Tell Me Why: Explainable Public Health Fact-Checking with Large Language Models | May 15, 2024 | Explanation GenerationFact Checking | CodeCode Available | 0 |
| UCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in Recommendation | Sep 28, 2022 | DiversityExplainable Recommendation | CodeCode Available | 0 |
| Textual Explanations for Automated Commentary Driving | Apr 12, 2023 | Autonomous VehiclesExplanation Generation | CodeCode Available | 0 |
