Responsible AI

Automated Progressive Red Teaming COLING 2025 A Vision for Reinventing Credible Elections with Artificial Intelligence AAAI 2025 A Watermark for Order-Agnostic Language Models ICLR 2025 Awes, Laws, and Flaws From Today’s LLM Research ACL 2025 B4: A Black-Box Scrubbing Attack on LLM Watermarks NAACL 2025 Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods EMNLP 2025 BadVideo: Stealthy Backdoor Attack against Text-to-Video Generation ICCV 2025 BanStereoSet: A Dataset to Measure Stereotypical Social Biases in LLMs for Bangla ACL 2025 BasqBBQ: A QA Benchmark for Assessing Social Biases in LLMs for Basque, a Low-Resource Language COLING 2025 Battling Misinformation: An Empirical Study on Adversarial Factuality in Open-Source Large Language Models NAACL 2025 Beemo: Benchmark of Expert-edited Machine-generated Outputs NAACL 2025 Benchmarking and Improving LLM Robustness for Personalized Generation EMNLP 2025 Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards EMNLP 2025 Beneath the Facade: Probing Safety Vulnerabilities in LLMs via Auto-Generated Jailbreak Prompts EMNLP 2025 Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases ACL 2025 Beyond Excess and Deficiency: Adaptive Length Bias Mitigation in Reward Models for RLHF NAACL 2025 Beyond Guardrails: Advanced Safety for Large Language Models — Monolingual, Multilingual and Multimodal Frontiers IJCNLP 2025 Beyond Mere Token Analysis: A Hypergraph Metric Space Framework for Defending Against Socially Engineered LLM Attacks ICLR 2025 Beyond Model Collapse: Scaling Up with Synthesized Data Requires Verification ICLR 2025 Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation ACL 2025 Beyond the Binary: Analysing Transphobic Hate and Harassment Online ACL 2025 Beyond the Rubric: Cultural Misalignment in LLM Benchmarks for Sexual and Reproductive Health AACL 2025 Beyond the Surface: Measuring Self-Preference in LLM Judgments EMNLP 2025 Bias after Prompting: Persistent Discrimination in Large Language Models EMNLP 2025 Bias Amplification: Large Language Models as Increasingly Biased Media IJCNLP 2025