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explanation generation

186 papers

Papers

A Lightweight Explainable Guardrail for Prompt Safety ACL 2026 BanHADEX: Towards Explainable HAte Speech Detection in Bangla Using Human Annotated EXplanation ACL 2026 ChartQA-X: Generating Explanations for Visual Chart Reasoning WACV 2026 From Detection to Explanation: Modeling Fine-Grained Emotional Social Influence Techniques with LLMs and Human Preferences EACL 2026 MEVER: Multi-Modal and Explainable Claim Verification with Graph-based Evidence Retrieval EACL 2026 On Generating Monolithic and Model Reconciling Explanations in Probabilistic Scenarios (Abstract Reprint) AAAI 2026 OX-MABSR: A Benchmark for Open-domain Explainable Multimodal Aspect-Based Sentiment Reasoning AAAI 2026 Persona Prompting as a Lens on LLM Social Reasoning EACL 2026 SAGE: An Agentic Explainer Framework for Interpreting SAE Features in Language Models EACL 2026 1-800-SHARED-TASKS at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains COLING 2025 bbStar at SemEval-2025 Task 10: Improving Narrative Classification and Explanation via Fine Tuned Language Models SemEval 2025 Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions NAACL 2025 CAVE: Controllable Authorship Verification Explanations NAACL 2025 clujteam at SemEval-2025 Task 10: Finetuning SmolLM2 with Taxonomy-based Prompting for Explaining the Dominant Narrative in Propaganda Textt SemEval 2025 Coherency Improved Explainable Recommendation via Large Language Model AAAI 2025 Connecting Concept Layers and Rationales to Enhance Language Model Interpretability EMNLP 2025 Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem COLING 2025 ELI-Why: Evaluating the Pedagogical Utility of Language Model Explanations ACL 2025 Empowering Persuasion Detection in Slavic Texts through Two-Stage Generative Reasoning ACL 2025 Enhancing Multi-party Dialogue Discourse Parsing with Explanation Generation COLING 2025 Enhancing Recommendation Explanations through User-Centric Refinement EMNLP 2025 Evaluating Evidence Attribution in Generated Fact Checking Explanations NAACL 2025 Explainable Text Classification with LLMs: Enhancing Performance through Dialectical Prompting and Explanation-Guided Training EMNLP 2025 Explaining Puzzle Solutions in Natural Language: An Exploratory Study on 6x6 Sudoku ACL 2025 Explain It as Simple as Possible, but No Simpler – Explanation via Model Simplification for Addressing Inferential Gap (Abstract Reprint) IJCAI 2025