explanation generation

188 papers

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large language model (12755) natural language inference (1278) question answering (2904) text classification (6776) language model (4573) text generation (2903) explainable ai (478) natural language explanation (80) model interpretability (510) commonsense reasoning (502)

Papers

Persona Prompting as a Lens on LLM Social Reasoning EACL 2026

On Generating Monolithic and Model Reconciling Explanations in Probabilistic Scenarios (Abstract Reprint) AAAI 2026

ChartQA-X: Generating Explanations for Visual Chart Reasoning WACV 2026

MEVER: Multi-Modal and Explainable Claim Verification with Graph-based Evidence Retrieval EACL 2026

SAGE: An Agentic Explainer Framework for Interpreting SAE Features in Language Models EACL 2026

OX-MABSR: A Benchmark for Open-domain Explainable Multimodal Aspect-Based Sentiment Reasoning AAAI 2026

From Detection to Explanation: Modeling Fine-Grained Emotional Social Influence Techniques with LLMs and Human Preferences EACL 2026

TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context IJCNLP 2025

FarSense: A Comprehensive Commonsense Benchmark and Evaluation Framework for the Farsi Language AACL 2025

CAVE: Controllable Authorship Verification Explanations NAACL 2025

PropXplain: Can LLMs Enable Explainable Propaganda Detection? EMNLP 2025

Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models AAAI 2025

Explanatory Capabilities of Large Language Models in Prescriptive Process Monitoring (Extended Abstract) IJCAI 2025

LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference EMNLP 2025

Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem COLING 2025

Enhancing Multi-party Dialogue Discourse Parsing with Explanation Generation COLING 2025

Lotus at SemEval-2025 Task 11: RoBERTa with Llama-3 Generated Explanations for Multi-Label Emotion Classification SEMEVAL 2025

Paragraph-level Error Correction and Explanation Generation: Case Study for Estonian ACL 2025

Free-text Rationale Generation under Readability Level Control ACL 2025

1-800-SHARED-TASKS at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains COLING 2025

Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions NAACL 2025

Human-in-the-loop or AI-in-the-loop? Automate or Collaborate? AAAI 2025

Learning Visually Grounded Domain Ontologies via Embodied Conversation and Explanation AAAI 2025

bbStar at SemEval-2025 Task 10: Improving Narrative Classification and Explanation via Fine Tuned Language Models SEMEVAL 2025

Rubrik’s Cube: Testing a New Rubric for Evaluating Explanations on the CUBE dataset ACL 2025