Responsible AI

From Evasion to Concealment: Stealthy Knowledge Unlearning for LLMs ACL 2025 From Imitation to Innovation: The Emergence of AI's Unique Artistic Styles and the Challenge of Copyright Protection ICCV 2025 From Intentions to Techniques: A Comprehensive Taxonomy and Challenges in Text Watermarking for Large Language Models NAACL 2025 From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models ACL 2025 From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs ACL 2025 From n-gram to Attention: How Model Architectures Learn and Propagate Bias in Language Modeling EMNLP 2025 From Regulation to Interaction: Expert Views on Aligning Explainable AI with the EU AI Act EMNLP 2025 From Surveys to Narratives: Rethinking Cultural Value Adaptation in LLMs EMNLP 2025 From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models ACL 2025 Gamma-Guard: Lightweight Residual Adapters for Robust Guardrails in Large Language Models EMNLP 2025 GBEM-UA: Gender Bias Evaluation and Mitigation for Ukrainian Large Language Models ACL 2025 GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models ACL 2025 Gender Bias in Nepali-English Machine Translation: A Comparison of LLMs and Existing MT Systems ACL 2025 Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts ACL 2025 Gender Representation Bias Analysis in LLM-Generated Czech and Slovenian Texts ACL 2025 Generative Monoculture in Large Language Models ICLR 2025 Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models ACL 2025 GeNRe: A French Gender-Neutral Rewriting System Using Collective Nouns ACL 2025 GenWriter: Reducing Gender Cues in Biographies through Text Rewriting ACL 2025 GeoSAFE - A Novel Geospatial Artificial Intelligence Safety Assurance Framework and Evaluation for LLM Moderation IJCNLP 2025 GG-BBQ: German Gender Bias Benchmark for Question Answering ACL 2025 Good Intentions Beyond ACL: Who Does NLP for Social Good, and Where? EMNLP 2025 Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety EMNLP 2025 GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation NAACL 2025 Granite Guardian: Comprehensive LLM Safeguarding NAACL 2025