natural language explanation

An Explanation-Based Classroom Response System for Real-Time Analysis of Undergraduate Students’ Natural Language Explanations AAAI 2026 AutoMalDesc: Large-Scale Script Analysis for Cyber Threat Research AAAI 2026 Explaining Sources of Uncertainty in Automated Fact-Checking ACL 2026 Generating Attribution Reports for Manipulated Facial Images: A Dataset and Baseline ACL 2026 HARM: Learning Hate-Aware Reward Model for Evaluating Natural Language Explanations of Offensive Content EACL 2026 Improving Implicit Discourse Relation Recognition with Natural Language Explanations from LLMs AAAI 2026 IntelliProof: An Argumentation Network-based Conversational Helper for Organized Reflection AAAI 2026 LVLM-Aided Alignment of Task-Specific Vision Models CVPR 2026 OMEGA: An Ontology-Driven Tool for Explaining Multi-Agent Path Finding AAAI 2026 Simplifying Outcomes of Language Model Component Analyses with ELIA EACL 2026 A Causal Lens for Evaluating Faithfulness Metrics EMNLP 2025 Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem COLING 2025 Explaining Decisions of Agents in Mixed-Motive Games AAAI 2025 Explaining Differences Between Model Pairs in Natural Language through Sample Learning EMNLP 2025 Explain then Rank: Scale Calibration of Neural Rankers Using Natural Language Explanations from LLMs ACL 2025 Explanation Bottleneck Models AAAI 2025 Free-text Rationale Generation under Readability Level Control ACL 2025 Graph-Guided Textual Explanation Generation Framework EMNLP 2025 LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models ICLR 2025 Natural Language Counterfactual Explanations for Graphs Using Large Language Models AISTATS 2025 ProofTeller: Exposing recency bias in LLM reasoning and its side effects on communication IJCNLP 2025 Quality-Informed Segment-Level Error Correction Using Natural Language Explanations from xTower and Large Language Models EMNLP 2025 Quantifying Uncertainty in Natural Language Explanations of Large Language Models for Question Answering EMNLP 2025 Self-Critique and Refinement for Faithful Natural Language Explanations EMNLP 2025 Target-Augmented Shared Fusion-based Multimodal Sarcasm Explanation Generation NAACL 2025