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Responsible AI

2,003 papers

Papers per year

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Papers

Primum Non Nocere: Before working with Indigenous data, the ACL must confront ongoing colonialism ACL 2022
Ethical Considerations for Low-resourced Machine Translation ACL 2022
Training Text-to-Text Transformers with Privacy Guarantees ACL 2022
Suum Cuique: Studying Bias in Taboo Detection with a Community Perspective ACL 2022
You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings ACL 2022
Pipelines for Social Bias Testing of Large Language Models ACL 2022
Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals ACL 2022
Debiasing Pre-Trained Language Models via Efficient Fine-Tuning ACL 2022
Open-domain Dialogue Generation: What We Can Do, Cannot Do, And Should Do Next ACL 2022
Flexible Accuracy for Differential Privacy AISTATS 2022
On Facility Location Problem in the Local Differential Privacy Model AISTATS 2022
Welcome to the Modern World of Pronouns: Identity-Inclusive Natural Language Processing beyond Gender COLING 2022
Threat Scenarios and Best Practices to Detect Neural Fake News COLING 2022
Debiasing Isn’t Enough! – on the Effectiveness of Debiasing MLMs and Their Social Biases in Downstream Tasks COLING 2022
A Study of Implicit Bias in Pretrained Language Models against People with Disabilities COLING 2022
Evaluating and Mitigating Inherent Linguistic Bias of African American English through Inference COLING 2022
Text Simplification of College Admissions Instructions: A Professionally Simplified and Verified Corpus COLING 2022
Open Problem: Better Differentially Private Learning Algorithms with Margin Guarantees COLT 2022
A Study on the Distribution of Social Biases in Self-Supervised Learning Visual Models CVPR 2022
Fairness-Aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models CVPR 2022
How Large Language Models are Transforming Machine-Paraphrase Plagiarism EMNLP 2022
Geographic Citation Gaps in NLP Research EMNLP 2022
Extracted BERT Model Leaks More Information than You Think! EMNLP 2022
Gendered Mental Health Stigma in Masked Language Models EMNLP 2022
Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence EMNLP 2022