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Responsible AI

1991 directly classified papers

Papers per year

Papers

BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens NIPS 2024
Probing Social Bias in Labor Market Text Generation by ChatGPT: A Masked Language Model Approach NIPS 2024
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models NIPS 2024
Attack-Aware Noise Calibration for Differential Privacy NIPS 2024
The State of Data Curation at NeurIPS: An Assessment of Dataset Development Practices in the Datasets and Benchmarks Track NIPS 2024
TrustAI at SemEval-2024 Task 8: A Comprehensive Analysis of Multi-domain Machine Generated Text Detection Techniques NAACL 2024
Towards Unbounded Machine Unlearning NIPS 2023
An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss Functions NIPS 2023
Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images NIPS 2023
Private Everlasting Prediction NIPS 2023
On Transfer of Adversarial Robustness from Pretraining to Downstream Tasks NIPS 2023
Responsible AI (RAI) Games and Ensembles NIPS 2023
On Measuring Fairness in Generative Models NIPS 2023
Fast Model DeBias with Machine Unlearning NIPS 2023
Into the LAION’s Den: Investigating Hate in Multimodal Datasets NIPS 2023
Proximity-Informed Calibration for Deep Neural Networks NIPS 2023
Accountability in Offline Reinforcement Learning: Explaining Decisions with a Corpus of Examples NIPS 2023
DICES Dataset: Diversity in Conversational AI Evaluation for Safety NIPS 2023
Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception? NIPS 2023
RADAR: Robust AI-Text Detection via Adversarial Learning NIPS 2023
ProPILE: Probing Privacy Leakage in Large Language Models NIPS 2023
Evaluating the Moral Beliefs Encoded in LLMs NIPS 2023
On the Exploitability of Instruction Tuning NIPS 2023
Privacy Risks in Speech Emotion Recognition: A Systematic Study on Gender Inference Attack INTERSPEECH 2023
Pretraining Language Models with Human Preferences ICML 2023