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Responsible AI

1991 directly classified papers

Papers per year

Papers

Evaluating adversarial attacks against multiple fact verification systems EMNLP 2019
A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation ACL 2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets IJCNLP 2019
Using Pre-Training Can Improve Model Robustness and Uncertainty ICML 2019
The many dimensions of algorithmic fairness in educational applications ACL 2019
A Just and Comprehensive Strategy for Using NLP to Address Online Abuse ACL 2019
Meaningful Explanations of Black Box AI Decision Systems AAAI 2019
The Woman Worked as a Babysitter: On Biases in Language Generation IJCNLP 2019
An Integrative Framework for Artificial Intelligence Education AAAI 2019
A Compliance Checking Framework for DNN Models IJCAI 2019
Optimal Noise-Adding Mechanism in Additive Differential Privacy AISTATS 2019
Paradoxes in Fair Machine Learning NIPS 2019
The Implicit Fairness Criterion of Unconstrained Learning ICML 2019
Label-Noise Robust Generative Adversarial Networks CVPR 2019
Identifying and Reducing Gender Bias in Word-Level Language Models NAACL 2019
Building Ethically Bounded AI AAAI 2019
Online aggression from a sociological perspective: An integrative view on determinants and possible countermeasures ACL 2019
Defending Against Neural Fake News NIPS 2019
Robust Attribution Regularization NIPS 2019
Survey Talk: Preserving Privacy in Speaker and Speech Characterisation INTERSPEECH 2019
KNG: The K-Norm Gradient Mechanism NIPS 2019
The Design of Human Oversight in Autonomous Weapon Systems IJCAI 2019
Constructing Unrestricted Adversarial Examples with Generative Models NIPS 2018
Residual Unfairness in Fair Machine Learning from Prejudiced Data ICML 2018
Towards Consumer-Empowering Artificial Intelligence IJCAI 2018