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Responsible AI

2,003 papers

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Papers

NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark EMNLP 2023
Legally Enforceable Hate Speech Detection for Public Forums EMNLP 2023
Geographical Erasure in Language Generation EMNLP 2023
LLMs – the Good, the Bad or the Indispensable?: A Use Case on Legal Statute Prediction and Legal Judgment Prediction on Indian Court Cases EMNLP 2023
Language-Agnostic Bias Detection in Language Models with Bias Probing EMNLP 2023
Ethical Reasoning over Moral Alignment: A Case and Framework for In-Context Ethical Policies in LLMs EMNLP 2023
Thorny Roses: Investigating the Dual Use Dilemma in Natural Language Processing EMNLP 2023
GTA: Gated Toxicity Avoidance for LM Performance Preservation EMNLP 2023
Emptying the Ocean with a Spoon: Should We Edit Models? EMNLP 2023
Assessing Political Inclination of Bangla Language Models EMNLP 2023
Large Language Models as SocioTechnical Systems EMNLP 2023
Med-HALT: Medical Domain Hallucination Test for Large Language Models EMNLP 2023
Unveiling Safety Vulnerabilities of Large Language Models EMNLP 2023
Walking a Tightrope – Evaluating Large Language Models in High-Risk Domains EMNLP 2023
Anthropomorphization of AI: Opportunities and Risks EMNLP 2023
Towards Explainable and Accessible AI EMNLP 2023
ITI-GEN: Inclusive Text-to-Image Generation ICCV 2023
Knowledge Proxy Intervention for Deconfounded Video Question Answering ICCV 2023
Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation ICCV 2023
Gender Artifacts in Visual Datasets ICCV 2023
Forget Unlearning: Towards True Data-Deletion in Machine Learning ICML 2023
Generalized Disparate Impact for Configurable Fairness Solutions in ML ICML 2023
Pretraining Language Models with Human Preferences ICML 2023
Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection ICML 2023
Image Shortcut Squeezing: Countering Perturbative Availability Poisons with Compression ICML 2023