| Artwork Explanation in Large-scale Vision Language Models | Feb 29, 2024 | Explanation GenerationImage Description | —Unverified | 0 |
| Unlocking the `Why' of Buying: Introducing a New Dataset and Benchmark for Purchase Reason and Post-Purchase Experience | Feb 20, 2024 | Explanation GenerationMarketing | —Unverified | 0 |
| Explainability for Machine Learning Models: From Data Adaptability to User Perception | Feb 16, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model Approach | Feb 9, 2024 | Explanation GenerationFact Checking | CodeCode Available | 0 |
| LLMs for Coding and Robotics Education | Feb 9, 2024 | Code GenerationExplanation Generation | —Unverified | 0 |
| Sentiment-enhanced Graph-based Sarcasm Explanation in Dialogue | Feb 6, 2024 | Explanation GenerationLanguage Modelling | CodeCode Available | 0 |
| Explaining latent representations of generative models with large multimodal models | Feb 2, 2024 | DisentanglementExplanation Generation | —Unverified | 0 |
| Eclectic Rule Extraction for Explainability of Deep Neural Network based Intrusion Detection Systems | Jan 18, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs | Dec 22, 2023 | Explanation GenerationPosition | —Unverified | 0 |
| Mismatch Quest: Visual and Textual Feedback for Image-Text Misalignment | Dec 5, 2023 | Explanation GenerationVisual Grounding | CodeCode Available | 0 |
| Assertion Enhanced Few-Shot Learning: Instructive Technique for Large Language Models to Generate Educational Explanations | Dec 5, 2023 | Explanation GenerationFew-Shot Learning | —Unverified | 0 |
| GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge Graphs | Dec 4, 2023 | Explanation GenerationGraph Neural Network | CodeCode Available | 0 |
| InterPrompt: Interpretable Prompting for Interrelated Interpersonal Risk Factors in Reddit Posts | Nov 21, 2023 | Explanation Generation | —Unverified | 0 |
| From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation | Nov 21, 2023 | Explanation GenerationVisual Question Answering (VQA) | —Unverified | 0 |
| RecExplainer: Aligning Large Language Models for Explaining Recommendation Models | Nov 18, 2023 | Explanation GenerationInstruction Following | —Unverified | 0 |
| Is Explanation the Cure? Misinformation Mitigation in the Short Term and Long Term | Oct 26, 2023 | counterfactualExplanation Generation | —Unverified | 0 |
| Counterfactual Explanation Generation with s(CASP) | Oct 23, 2023 | Attributecounterfactual | —Unverified | 0 |
| Explaining Interactions Between Text Spans | Oct 20, 2023 | Community DetectionDecision Making | CodeCode Available | 0 |
| XAI Benchmark for Visual Explanation | Oct 12, 2023 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence | Oct 2, 2023 | Explanation GenerationMedical Question Answering | —Unverified | 0 |
| Towards LLM-guided Causal Explainability for Black-box Text Classifiers | Sep 23, 2023 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models | Sep 19, 2023 | Explanation GenerationLanguage Modelling | CodeCode Available | 0 |
| Reward Engineering for Generating Semi-structured Explanation | Sep 15, 2023 | Explanation GenerationReinforcement Learning (RL) | CodeCode Available | 0 |
| Dynamic MOdularized Reasoning for Compositional Structured Explanation Generation | Sep 14, 2023 | Explanation Generation | —Unverified | 0 |
| Affective Visual Dialog: A Large-Scale Benchmark for Emotional Reasoning Based on Visually Grounded Conversations | Aug 30, 2023 | Explanation GenerationQuestion Answering | —Unverified | 0 |
