Responsible AI

FGD-Align: Pluralistic Alignment for Large Language Models via Fuzzy Group Decision-Making AAAI 2026 Fine-Grained Interpretation of Political Opinions in Large Language Models AAAI 2026 From Chaos to Clarity: A Knowledge Graph-Driven Audit Dataset Generation Framework for LLM Unlearning AAAI 2026 From Decisions to Multiplicity: Frameworks, Theories, and Applications AAAI 2026 From Numbers to Narratives: Efficient Language Model-Based Detection for Safety-Critical Minority Classes EACL 2026 Games of Representation: Developing Card-Based Activities to Teach About Representation and Bias in AI Datasets AAAI 2026 GeWu: A Culturally-Grounded Chinese Benchmark for Multi-Stage Social Bias Evaluation in Large Language Models AAAI 2026 GHOST: Getting to the Bottom of Hallucinations with A Multi-round Consistency Benchmark WACV 2026 GlobLingDiv: A global dataset linking linguistic diversity and digital support to reveal landscapes with under-resourced languages for NLP EACL 2026 Hallucination as a Computational Boundary: A Hierarchy of Inevitability and the Oracle Escape AAAI 2026 HEV Generative Sandbox: A Framework for Assessing Domain-Specific Social Risks Through Human-LLM Simulation AAAI 2026 Hire Your Anthropologist! Rethinking Culture Benchmarks Through an Anthropological Lens EACL 2026 How Can You Tell if Your Large Language Model Could Be a Closet Antisemite? An Explainability-Based Audit Framework for Implicit Bias AAAI 2026 How Much Do Large Language Model Cheat on Evaluation? Benchmarking Overestimation Under the One-Time-Pad-Based Framework AAAI 2026 Identifying Bias in Machine-generated Text Detection ACL 2026 Identifying Features Associated with Bias Against 93 Stigmatized Groups in Language Models and Guardrail Model Safety Mitigation AAAI 2026 Improving LLM Domain Certification with Pretrained Guide Models EACL 2026 IndicJR: A Judge-Free Benchmark of Jailbreak Robustness in South Asian Languages EACL 2026 Integrity Shield A System for Ethical AI Use & Authorship Transparency in Assessments EACL 2026 Investigating Gender Stereotypes in Large Language Models via Social Determinants of Health EACL 2026 iSeal: Encrypted Fingerprinting for Reliable LLM Ownership Verification AAAI 2026 Jailbreaks as Inference-Time Alignment: A Framework for Understanding Safety Failures in LLMs EACL 2026 JiraiBench: A Bilingual Benchmark for Evaluating Large Language Models’ Detection of Human risky health behavior Content in Jirai Community EACL 2026 Knowing When to Abstain: Medical LLMs Under Clinical Uncertainty EACL 2026 Knowledge Control for Responsible Generative AI: Bridging Academia, Industry, and Society ACL 2026