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Responsible AI

1991 directly classified papers

Papers per year

Papers

Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts ACL 2025
The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation ACL 2025
Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design ACL 2025
Multilingual NLP for African Healthcare: Bias, Translation, and Explainability Challenges ACL 2025
Improved Unbiased Watermark for Large Language Models ACL 2025
Moral Compass: A Data-Driven Benchmark for Ethical Cognition in AI IJCAI 2025
Rethinking Prompt-based Debiasing in Large Language Model ACL 2025
7 Points to Tsinghua but 10 Points to ? Assessing Large Language Models in Agentic Multilingual National Bias ACL 2025
If Eleanor Rigby Had Met ChatGPT: A Study on Loneliness in a Post-LLM World ACL 2025
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents ACL 2025
SuMa: A Subspace Mapping Approach for Robust and Effective Concept Erasure in Text-to-Image Diffusion Models ICCV 2025
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models ACL 2025
Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale Datasets for Responsible LLMs IJCAI 2025
AdvERSEM: Adversarial Robustness Testing and Training of LLM-based Groundedness Evaluators via Semantic Structure Manipulation EMNLP 2025
Scaling Trends for Data Poisoning in LLMs AAAI 2025
Data Attribution: A Data-Centric Approach for Trustworthy AI Development AAAI 2025
Fair Domain Generalization with Heterogeneous Sensitive Attributes Across Domains WACV 2025
Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning ICCV 2025
Disrupting Model Merging: A Parameter-Level Defense Without Sacrificing Accuracy ICCV 2025
Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs ACL 2025
TRCE: Towards Reliable Malicious Concept Erasure in Text-to-Image Diffusion Models ICCV 2025
Which Demographics do LLMs Default to During Annotation? ACL 2025
Modality-Fair Preference Optimization for Trustworthy MLLM Alignment IJCAI 2025
Investigating and Mitigating Undesirable Biases in Large Language Models AAAI 2025
Defining and Quantifying Visual Hallucinations in Vision-Language Models NAACL 2025