Responsible AI

Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD EMNLP 2025 PII-Scope: A Comprehensive Study on Training Data Privacy Leakage in Pretrained LLMs IJCNLP 2025 PL-Guard: Benchmarking Language Model Safety for Polish ACL 2025 PLLuM-Align: Polish Preference Dataset for Large Language Model Alignment EMNLP 2025 Plug-and-Play Interpretable Responsible Text-to-Image Generation via Dual-Space Multi-facet Concept Control CVPR 2025 Pluralistic Alignment for Healthcare: A Role-Driven Framework EMNLP 2025 PMPO: A Self-Optimizing Framework for Creating High-Fidelity Measurement Tools for Social Bias in Large Language Models IJCNLP 2025 Position: AI’s growing due process problem ICML 2025 Position: Beyond Assistance – Reimagining LLMs as Ethical and Adaptive Co-Creators in Mental Health Care ICML 2025 Position: Iterative Online-Offline Joint Optimization is Needed to Manage Complex LLM Copyright Risks ICML 2025 Position: Political Neutrality in AI Is Impossible — But Here Is How to Approximate It ICML 2025 Position: Societal Impacts Research Requires Benchmarks for Creative Composition Tasks ICML 2025 Position: The Right to AI ICML 2025 Position: We Need Responsible, Application-Driven (RAD) AI Research ICML 2025 Position: When Incentives Backfire, Data Stops Being Human ICML 2025 Power(ful) Associations: Rethinking “Stereotype” for NLP ACL 2025 PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks EMNLP 2025 Primus: A Pioneering Collection of Open-Source Datasets for Cybersecurity LLM Training EMNLP 2025 PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance ACL 2025 Privacy-Aware Lifelong Learning ICLR 2025 Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory NAACL 2025 Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility ICLR 2025 Probing Gender Bias in Multilingual LLMs: A Case Study of Stereotypes in Persian EMNLP 2025 Probing Political Ideology in Large Language Models: How Latent Political Representations Generalize Across Tasks EMNLP 2025 Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis EMNLP 2025