conftrace_

responsible ai

182 papers

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Co-occurring keywords

large language model (13587) ai safety (235) bias detection (419) bias mitigation (500) natural language processing (2034) language model (4599) ai ethics (29) text classification (6793) diffusion model (3751) value alignment (91)

Papers

Values, Ethics, Morals? On the Use of Moral Concepts in NLP Research EMNLP 2023
“How Can I Code A.I. Responsibly?”: The Effect of Computational Action on K-12 Students Learning and Creating Socially Responsible A.I. AAAI 2023
Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models NAACL 2022
Handling and Presenting Harmful Text in NLP Research EMNLP 2022
Mind Your Bias: A Critical Review of Bias Detection Methods for Contextual Language Models EMNLP 2022
Should We Ban English NLP for a Year? EMNLP 2022
Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models NIPS 2022
Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset NIPS 2022
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset NIPS 2022
Primum Non Nocere: Before working with Indigenous data, the ACL must confront ongoing colonialism ACL 2022
The Cycle of Trust and Responsibility in Outsourced AI NAACL 2022
Manipulating SHAP via Adversarial Data Perturbations (Student Abstract) AAAI 2022
Pipelines for Social Bias Testing of Large Language Models ACL 2022
Ethics Sheets for AI Tasks ACL 2022
SafeText: A Benchmark for Exploring Physical Safety in Language Models EMNLP 2022
SafetyKit: First Aid for Measuring Safety in Open-domain Conversational Systems ACL 2022
Directions for NLP Practices Applied to Online Hate Speech Detection EMNLP 2022
Case Study: Deontological Ethics in NLP NAACL 2021
A Crash Course on Ethics for Natural Language Processing NAACL 2021
A Survey of Race, Racism, and Anti-Racism in NLP ACL 2021
Preventing Repeated Real World AI Failures by Cataloging Incidents: The AI Incident Database AAAI 2021
Causal Learning for Socially Responsible AI IJCAI 2021
Guiding Principles for Participatory Design-inspired Natural Language Processing ACL 2021
Guiding Principles for Participatory Design-inspired Natural Language Processing IJCNLP 2021
Deontological Ethics By Monotonicity Shape Constraints AISTATS 2020