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Responsible AI

1991 directly classified papers

Papers per year

Papers

What Would it Take to get Biomedical QA Systems into Practice? EMNLP 2021

Fair Classification with Noisy Protected Attributes: A Framework with Provable Guarantees ICML 2021

Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies EMNLP 2021

Reliability Testing for Natural Language Processing Systems ACL 2021

Preventing Repeated Real World AI Failures by Cataloging Incidents: The AI Incident Database AAAI 2021

When differential privacy meets NLP: The devil is in the detail EMNLP 2021

Algorithms for Fairness in Sequential Decision Making AISTATS 2021

A Crash Course on Ethics for Natural Language Processing NAACL 2021

Privacy Budget Scheduling OSDI 2021

Gender Bias in Text: Origin, Taxonomy, and Implications IJCNLP 2021

Learning Disentangled Representation for Fair Facial Attribute Classification via Fairness-aware Information Alignment AAAI 2021

Watermarking Deep Neural Networks with Greedy Residuals ICML 2021

‘Just What do You Think You’re Doing, Dave?’ A Checklist for Responsible Data Use in NLP EMNLP 2021

Uncovering Latent Biases in Text: Method and Application to Peer Review AAAI 2021

Does Explainable Artificial Intelligence Improve Human Decision-Making? AAAI 2021

SCRUPLES: A Corpus of Community Ethical Judgments on 32,000 Real-Life Anecdotes AAAI 2021

Unifying Principles and Metrics for Safe and Assistive AI AAAI 2021

ONION: A Simple and Effective Defense Against Textual Backdoor Attacks EMNLP 2021

Characterizing Fairness Over the Set of Good Models Under Selective Labels ICML 2021

Learning Self-Consistency for Deepfake Detection ICCV 2021

Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering ICCV 2021

The World of an Octopus: How Reporting Bias Influences a Language Model’s Perception of Color EMNLP 2021

A Large-scale Comprehensive Abusiveness Detection Dataset with Multifaceted Labels from Reddit EMNLP 2021

GoldenWind at SemEval-2021 Task 5: Orthrus - An Ensemble Approach to Identify Toxicity ACL 2021

Modeling Disclosive Transparency in NLP Application Descriptions EMNLP 2021