Responsible AI

SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models SemEval 2025 SenDetEX: Sentence-Level AI-Generated Text Detection for Human-AI Hybrid Content via Style and Context Fusion EMNLP 2025 Sensitive Content Classification in Social Media: A Holistic Resource and Evaluation ACL 2025 Separate the Wheat from the Chaff: A Post-Hoc Approach to Safety Re-Alignment for Fine-Tuned Language Models ACL 2025 Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities EMNLP 2025 Shh, don't say that! Domain Certification in LLMs ICLR 2025 shimig@DravidianLangTech2025: Stratification of Abusive content on Women in Social Media NAACL 2025 Show and Tell: Visually Explainable Deep Neural Nets via Spatially-Aware Concept Bottleneck Models CVPR 2025 SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models EMNLP 2025 Simulating Identity, Propagating Bias: Abstraction and Stereotypes in LLM-Generated Text EMNLP 2025 Six-CD: Benchmarking Concept Removals for Text-to-image Diffusion Models CVPR 2025 Small Changes, Large Consequences: Analyzing the Allocational Fairness of LLMs in Hiring Contexts IJCNLP 2025 Smaller Large Language Models Can Do Moral Self-Correction NAACL 2025 Social Bias Benchmark for Generation: A Comparison of Generation and QA-Based Evaluations ACL 2025 Social Bias Evaluation for Large Language Models Requires Prompt Variations EMNLP 2025 Social Debiasing for Fair Multi-modal LLMs ICCV 2025 Social Good or Scientific Curiosity? Uncovering the Research Framing Behind NLP Artefacts EMNLP 2025 Sociodemographic Prompting is Not Yet an Effective Approach for Simulating Subjective Judgments with LLMs NAACL 2025 Soft Prompting for Unlearning in Large Language Models NAACL 2025 SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal ICLR 2025 Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment EMNLP 2025 SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models CVPR 2025 Speculating LLMs’ Chinese Training Data Pollution from Their Tokens EMNLP 2025 Spiral of Silence in Large Language Model Agents EMNLP 2025 Spread Preference Annotation: Direct Preference Judgment for Efficient LLM Alignment ICLR 2025