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Responsible AI

1991 directly classified papers

Papers per year

Papers

Memorization: A Close Look at Books ACL 2025
Auditing and Enforcing Conditional Fairness via Optimal Transport AAAI 2025
Equal Merit Does Not Imply Equality: Discrimination at Equilibrium in a Hiring Market with Symmetric Agents AAAI 2025
Navigating Towards Fairness with Data Selection AAAI 2025
Understanding PII Leakage in Large Language Models: A Systematic Survey IJCAI 2025
Exploring Gender Bias in Large Language Models: An In-depth Dive into the German Language ACL 2025
GenWriter: Reducing Gender Cues in Biographies through Text Rewriting ACL 2025
Language Models Resist Alignment: Evidence From Data Compression ACL 2025
From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models ACL 2025
Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models ACL 2025
VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare ACL 2025
DECASTE: Unveiling Caste Stereotypes in Large Language Models Through Multi-Dimensional Bias Analysis IJCAI 2025
Brown Like Chocolate: How Vision-Language Models Associate Skin Tone with Food Colors EMNLP 2025
CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG AAAI 2025
Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs ACL 2025
GG-BBQ: German Gender Bias Benchmark for Question Answering ACL 2025
A Statistical and Multi-Perspective Revisiting of the Membership Inference Attack in Large Language Models ACL 2025
Wanted: Personalised Bias Warnings for Gender Bias in Language Models ACL 2025
Mind the Gap: Gender-based Differences in Occupational Embeddings ACL 2025
CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis ACL 2025
What is Behind Homelessness Bias? Using LLMs and NLP to Mitigate Homelessness by Acting on Social Stigma IJCAI 2025
Gender Bias in Nepali-English Machine Translation: A Comparison of LLMs and Existing MT Systems ACL 2025
Intersectional Bias in Japanese Large Language Models from a Contextualized Perspective ACL 2025
LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint ACL 2025
JBBQ: Japanese Bias Benchmark for Analyzing Social Biases in Large Language Models ACL 2025