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Responsible AI

1991 directly classified papers

Papers per year

Papers

VLStereoSet: A Study of Stereotypical Bias in Pre-trained Vision-Language Models AACL 2022
Upstream Mitigation Is Not All You Need: Testing the Bias Transfer Hypothesis in Pre-Trained Language Models ACL 2022
SafetyKit: First Aid for Measuring Safety in Open-domain Conversational Systems ACL 2022
Primum Non Nocere: Before working with Indigenous data, the ACL must confront ongoing colonialism ACL 2022
Ethics consideration sections in natural language processing papers EMNLP 2022
“I’m sorry to hear that”: Finding New Biases in Language Models with a Holistic Descriptor Dataset EMNLP 2022
Defending against Model Stealing via Verifying Embedded External Features AAAI 2022
Directions for NLP Practices Applied to Online Hate Speech Detection EMNLP 2022
QaDialMoE: Question-answering Dialogue based Fact Verification with Mixture of Experts EMNLP 2022
Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark EMNLP 2022
Local Justice and the Algorithmic Allocation of Scarce Societal Resources AAAI 2022
Longitudinal Fairness with Censorship AAAI 2022
Supervising Model Attention with Human Explanations for Robust Natural Language Inference AAAI 2022
A Dataset for Efforts Towards Achieving the Sustainable Development Goal of Safe Working Environments NIPS 2022
On Computing Probabilistic Explanations for Decision Trees NIPS 2022
Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning MLHC 2022
EHR Safari: Data is Contextual MLHC 2022
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia ACL 2022
Is NLP Ready for Standardization? EMNLP 2022
Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence AAAI 2022
Don’t Just Clean It, Proxy Clean It: Mitigating Bias by Proxy in Pre-Trained Models EMNLP 2022
A Survey on Stance Detection for Mis- and Disinformation Identification NAACL 2022
Reinforcement Guided Multi-Task Learning Framework for Low-Resource Stereotype Detection ACL 2022
In Differential Privacy, There is Truth: on Vote-Histogram Leakage in Ensemble Private Learning NIPS 2022
Threat Scenarios and Best Practices to Detect Neural Fake News COLING 2022