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Responsible AI

1991 directly classified papers

Papers per year

Papers

‘Beach’ to ‘Bitch’: Inadvertent Unsafe Transcription of Kids’ Content on YouTube AAAI 2022

Consent as a Foundation for Responsible Autonomy AAAI 2022

AI Explainability 360: Impact and Design AAAI 2022

Local Differential Privacy Meets Computational Social Choice - Resilience under Voter Deletion IJCAI 2022

Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy NAACL 2022

Explaining Toxic Text via Knowledge Enhanced Text Generation NAACL 2022

Evaluating and Mitigating Inherent Linguistic Bias of African American English through Inference COLING 2022

You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings ACL 2022

Suum Cuique: Studying Bias in Taboo Detection with a Community Perspective ACL 2022

FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing ACL 2022

The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems ACL 2022

An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models ACL 2022

Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts ACL 2022

Fair and Argumentative Language Modeling for Computational Argumentation ACL 2022

Ethics Sheets for AI Tasks ACL 2022

On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations ACL 2022

Ethical Considerations for Low-resourced Machine Translation ACL 2022

Welcome to the Modern World of Pronouns: Identity-Inclusive Natural Language Processing beyond Gender COLING 2022

On the Machine Learning of Ethical Judgments from Natural Language NAACL 2022

Actionable Model-Centric Explanations (Student Abstract) AAAI 2022

Training Text-to-Text Transformers with Privacy Guarantees NAACL 2022

Manipulating SHAP via Adversarial Data Perturbations (Student Abstract) AAAI 2022

Creating Interpretable Data-Driven Approaches for Tropical Cyclones Forecasting AAAI 2022

Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique AACL 2022

The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs AACL 2022