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Responsible AI

1991 directly classified papers

Papers per year

Papers

Counterfactual Fairness Is Basically Demographic Parity AAAI 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

Can We Trust Fair-AI? AAAI 2023

StyLEx: Explaining Style Using Human Lexical Annotations EACL 2023

Real-Time Visual Feedback to Guide Benchmark Creation: A Human-and-Metric-in-the-Loop Workflow EACL 2023

Debiasing should be Good and Bad: Measuring the Consistency of Debiasing Techniques in Language Models ACL 2023

Speaking Multiple Languages Affects the Moral Bias of Language Models ACL 2023

What about “em”? How Commercial Machine Translation Fails to Handle (Neo-)Pronouns ACL 2023

Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models ACL 2023

Advances in AI for Safety, Equity, and Well-Being on Web and Social Media: Detection, Robustness, Attribution, and Mitigation AAAI 2023

Carburacy: Summarization Models Tuning and Comparison in Eco-Sustainable Regimes with a Novel Carbon-Aware Accuracy AAAI 2023

Incentivising Diffusion while Preserving Differential Privacy UAI 2023

disco: a toolkit for Distributional Control of Generative Models ACL 2023

Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values ACL 2023

A Dataset for Explainable Sentiment Analysis in the German Automotive Industry ACL 2023

KingsmanTrio at SemEval-2023 Task 10: Analyzing the Effectiveness of Transfer Learning Models for Explainable Online Sexism Detection ACL 2023

SemEval-2023 Task 10: Explainable Detection of Online Sexism ACL 2023

Learning Affects Trust: Design Recommendations and Concepts for Teaching Children—and Nearly Anyone—about Conversational Agents AAAI 2023

AI Made by Youth: A Conversational AI Curriculum for Middle School Summer Camps AAAI 2023

On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning ACL 2023

Exploring Social Biases of Large Language Models in a College Artificial Intelligence Course AAAI 2023

Xaitk-Saliency: An Open Source Explainable AI Toolkit for Saliency AAAI 2023

MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions ACL 2023

SeeGULL: A Stereotype Benchmark with Broad Geo-Cultural Coverage Leveraging Generative Models ACL 2023

Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models ACL 2023