Responsible AI

ACID Test: A Benchmark for Cultural Safety and Alignment in LALMs AAAI 2026 A Closed-Form Solution for Debiasing Vision-Language Models with Utility Guarantees Across Modalities and Tasks CVPR 2026 Adaptive Hallucination Alleviation in Multimodal Large Language Models: From Strategic Data Selection to Severity-Guided Training AAAI 2026 Adaptive Helpfulness–Harmlessness Alignment with Preference Vectors EACL 2026 Addressing Polarization and Unfairness in Performative Prediction AAAI 2026 A Human-AI Collaboration Mechanism Study on AIGC Assisted Image Production for Special Coverage AAAI 2026 A Human-Centric Pipeline for Aligning Large Language Models with Chinese Medical Ethics AAAI 2026 Algorithms Trained on Normal Chest X-rays Can Predict Health Insurance Types MIDL 2026 ALPHA: Action-Based Learning for Pluralistic Human Alignment in Large Language Models AAAI 2026 ALTER: Asymmetric LoRA for Token-Entropy-Guided Unlearning of LLMs AAAI 2026 Analysing LLM Persona Generation and Fairness Interpretation in Polarised Geopolitical Contexts EACL 2026 An Information Theoretic Evaluation Metric for Strong Unlearning AAAI 2026 Apertus: Democratizing Open and Compliant LLMs for Global Language Environments ACL 2026 ARGH-Mark: Anchor-Synchronized Watermarking with Hamming Correction for Robust and Quality-Preserving LLM Attribution AAAI 2026 A Robust Unlearning Method with Adaptive Knowledge Guidance and Memory Preservation AAAI 2026 ARREST: Adversarial Resilient Regulation Enhancing Safety and Truth in Large Language Models EACL 2026 “As Eastern Powers, I Will Veto.”: An Investigation of Nation-Level Bias of Large Language Models in International Relations AAAI 2026 A Tale of Two Identities: An Ethical Audit of AI-Crafted Synthetic Personas AAAI 2026 Attacker’s Noise Can Manipulate Your Audio-based LLM in the Real World EACL 2026 AuditAgent: LLM Agent for Risks Auditing in Recommender Systems AAAI 2026 Auditing Language Model Unlearning via Information Decomposition EACL 2026 AURA: Affordance-Understanding and Risk-aware Alignment Technique for Large Language Models AAAI 2026 Authorize-on-Demand: Dynamic Authorization with Legality-Aware Intellectual Property Protection for VLMs CVPR 2026 Auto-PRE: An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation AAAI 2026 AUVIC: Adversarial Unlearning of Visual Concepts for Multi-modal Large Language Models AAAI 2026