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Responsible AI

1991 directly classified papers

Papers per year

Papers

Towards Socially Responsible AI: Cognitive Bias-Aware Multi-Objective Learning AAAI 2020
Capturing the Style of Fake News AAAI 2020
Defining Explanation in an AI Context EMNLP 2020
Natural Language Processing for Achieving Sustainable Development: the Case of Neural Labelling to Enhance Community Profiling EMNLP 2020
Actionable Ethics through Neural Learning AAAI 2020
Model-Agnostic Counterfactual Explanations for Consequential Decisions AISTATS 2020
Asymptotically Unambitious Artificial General Intelligence AAAI 2020
Obfuscation via Information Density Estimation AISTATS 2020
Optimal Differential Privacy Composition for Exponential Mechanisms ICML 2020
FR-Train: A Mutual Information-Based Approach to Fair and Robust Training ICML 2020
Moderating Our (Dis)Content: Renewing the Regulatory Approach EMNLP 2020
UNQOVERing Stereotyping Biases via Underspecified Questions EMNLP 2020
Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts MLHC 2020
Online Abuse and Human Rights: WOAH Satellite Session at RightsCon 2020 EMNLP 2020
Clinical Collabsheets: 53 Questions to Guide a Clinical Collaboration MLHC 2020
Introducing the VoicePrivacy Initiative INTERSPEECH 2020
A Distributional Framework For Data Valuation ICML 2020
Towards Privacy by Design in Learner Corpora Research: A Case of On-the-fly Pseudonymization of Swedish Learner Essays COLING 2020
Detection and Resolution of Rumors and Misinformation with NLP COLING 2020
Automatic Detection of Machine Generated Text: A Critical Survey COLING 2020
Situated Data, Situated Systems: A Methodology to Engage with Power Relations in Natural Language Processing Research COLING 2020
Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations COLING 2020
Gender Gap in Natural Language Processing Research: Disparities in Authorship and Citations ACL 2020
Fairness Evaluation in Presence of Biased Noisy Labels AISTATS 2020
Deontological Ethics By Monotonicity Shape Constraints AISTATS 2020