conftrace_

responsible ai

182 papers

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Co-occurring keywords

large language model (13587) ai safety (235) bias detection (419) bias mitigation (500) natural language processing (2034) language model (4599) ai ethics (29) text classification (6793) diffusion model (3751) value alignment (91)

Papers

From Decisions to Multiplicity: Frameworks, Theories, and Applications AAAI 2026
“Yuki Gets Sushi, David Gets Steak?”: Uncovering Gender and Racial Biases in LLM-Based Meal Recommendations EACL 2026
How Can You Tell if Your Large Language Model Could Be a Closet Antisemite? An Explainability-Based Audit Framework for Implicit Bias AAAI 2026
Practising responsibility: Ethics in NLP as a hands-on course EACL 2026
Safety of Large Language Models Beyond English: A Systematic Literature Review of Risks, Biases, and Safeguards EACL 2026
Democratic or Authoritarian? Probing a New Dimension of Political Biases in Large Language Models EACL 2026
NLP for Social Good: A Survey and Outlook of Challenges, Opportunities and Responsible Deployment EACL 2026
Shifting Perspectives: Steering Vectors for Robust Bias Mitigation in LLMs EACL 2026
Effective Strategies for Teaching Machine Learning AAAI 2026
Big AI is Accelerating the Metacrisis: What Can We Do? ACL 2026
LLM BiasScope: A Real-Time Bias Analysis Platform for Comparative LLM Evaluation EACL 2026
Incorporating Diverse Perspectives in Cultural Alignment: Survey of Evaluation Benchmarks Through A Three-Dimensional Framework EMNLP 2025
A Comprehensive Framework to Operationalize Social Stereotypes for Responsible AI Evaluations EMNLP 2025
TFDP: Token-Efficient Disparity Audits for Autoregressive LLMs via Single-Token Masked Evaluation EMNLP 2025
Decoding Hate: Exploring Language Models’ Reactions to Hate Speech NAACL 2025
Guardians of Trust: Risks and Opportunities for LLMs in Mental Health ACL 2025
IndoSafety: Culturally Grounded Safety for LLMs in Indonesian Languages EMNLP 2025
A Multilingual, Culture-First Approach to Addressing Misgendering in LLM Applications EMNLP 2025
HumT DumT: Measuring and controlling human-like language in LLMs ACL 2025
Evaluation of Medical Large Language Models: Taxonomy, Review, and Directions IJCAI 2025
Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights ACL 2025
Chat Bankman-Fried: an Exploration of LLM Alignment in Finance COLING 2025
Position: Iterative Online-Offline Joint Optimization is Needed to Manage Complex LLM Copyright Risks ICML 2025
Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases ACL 2025
SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings ACL 2025