| 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 | CodeCode Available | 0 |
| XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs | Nov 15, 2023 | Decision MakingDecoder | CodeCode Available | 1 |
| A Comprehensive Evaluation of GPT-4V on Knowledge-Intensive Visual Question Answering | Nov 13, 2023 | Decision MakingExplanation Generation | CodeCode Available | 1 |
| 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 |
| VLIS: Unimodal Language Models Guide Multimodal Language Generation | Oct 15, 2023 | Caption GenerationExplanation Generation | CodeCode Available | 1 |
| EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification | Oct 15, 2023 | Claim VerificationExplanation Generation | CodeCode Available | 1 |
| XAI Benchmark for Visual Explanation | Oct 12, 2023 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| LLM4Vis: Explainable Visualization Recommendation using ChatGPT | Oct 11, 2023 | Data VisualizationExplanation Generation | CodeCode Available | 1 |
| 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 |
| Fin-Fact: A Benchmark Dataset for Multimodal Financial Fact Checking and Explanation Generation | Sep 15, 2023 | Explanation GenerationFact Checking | CodeCode Available | 1 |
| Reward Engineering for Generating Semi-structured Explanation | Sep 15, 2023 | Explanation GenerationReinforcement Learning (RL) | CodeCode Available | 0 |
| HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking | Sep 15, 2023 | Claim VerificationExplanation Generation | CodeCode Available | 1 |
| Dynamic MOdularized Reasoning for Compositional Structured Explanation Generation | Sep 14, 2023 | Explanation Generation | —Unverified | 0 |
| A Survey on Interpretable Cross-modal Reasoning | Sep 5, 2023 | Cross-Modal RetrievalDecision Making | CodeCode Available | 1 |
| Affective Visual Dialog: A Large-Scale Benchmark for Emotional Reasoning Based on Visually Grounded Conversations | Aug 30, 2023 | Explanation GenerationQuestion Answering | —Unverified | 0 |
| RecMind: Large Language Model Powered Agent For Recommendation | Aug 28, 2023 | Explanation GenerationLanguage Modeling | —Unverified | 0 |
| Explaining with Attribute-based and Relational Near Misses: An Interpretable Approach to Distinguishing Facial Expressions of Pain and Disgust | Aug 27, 2023 | AttributeExplanation Generation | —Unverified | 0 |
