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Responsible AI

1991 directly classified papers

Papers per year

Papers

Gender and Representation Bias in GPT-3 Generated Stories NAACL 2021

Label-Only Membership Inference Attacks ICML 2021

Towards Fair and Transparent Algorithmic Systems IJCAI 2021

Bounding, Concentrating, and Truncating: Unifying Privacy Loss Composition for Data Analytics ALT 2021

Auditing Robot Learning for Safety and Compliance during Deployment CORL 2021

Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models EACL 2021

Guiding Principles for Participatory Design-inspired Natural Language Processing ACL 2021

NLP for Consumer Protection: Battling Illegal Clauses in German Terms and Conditions in Online Shopping ACL 2021

Alibi Explain: Algorithms for Explaining Machine Learning Models JMLR 2021

dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python JMLR 2021

Keynote Abstract: Machine Learning in Conflict Studies: Reflections on Ethics, Collaboration, and Ongoing Challenges ACL 2021

Evaluation of Summarization Systems across Gender, Age, and Race EMNLP 2021

Challenges in Detoxifying Language Models EMNLP 2021

Ruddit: Norms of Offensiveness for English Reddit Comments ACL 2021

Towards Argument Mining for Social Good: A Survey IJCNLP 2021

HateCheck: Functional Tests for Hate Speech Detection Models IJCNLP 2021

Sexism in the Judiciary: The Importance of Bias Definition in NLP and In Our Courts IJCNLP 2021

Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation EMNLP 2021

Improving Reproducibility in Machine Learning Research(A Report from the NeurIPS 2019 Reproducibility Program) JMLR 2021

Sustainable Modular Debiasing of Language Models EMNLP 2021

Reliability Testing for Natural Language Processing Systems IJCNLP 2021

Alexa, Google, Siri: What are Your Pronouns? Gender and Anthropomorphism in the Design and Perception of Conversational Assistants IJCNLP 2021

Societal Biases in Language Generation: Progress and Challenges IJCNLP 2021

Probing Toxic Content in Large Pre-Trained Language Models IJCNLP 2021

The State and Fate of Linguistic Diversity and Inclusion in the NLP World ACL 2020