social bia

An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models ACL 2022 A Study on the Distribution of Social Biases in Self-Supervised Learning Visual Models CVPR 2022 BBQ: A hand-built bias benchmark for question answering ACL 2022 BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation EMNLP 2022 Challenges in Measuring Bias via Open-Ended Language Generation NAACL 2022 Darkness can not drive out darkness: Investigating Bias in Hate SpeechDetection Models ACL 2022 Debiasing Isn’t Enough! – on the Effectiveness of Debiasing MLMs and Their Social Biases in Downstream Tasks COLING 2022 Debiasing Pretrained Text Encoders by Paying Attention to Paying Attention EMNLP 2022 Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique AACL 2022 Detecting Unintended Social Bias in Toxic Language Datasets CoNLL 2022 French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than English ACL 2022 Gendered Mental Health Stigma in Masked Language Models EMNLP 2022 How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions? EMNLP 2022 Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and Arabic ACL 2022 No Word Embedding Model Is Perfect: Evaluating the Representation Accuracy for Social Bias in the Media EMNLP 2022 On Measuring Social Biases in Prompt-Based Multi-Task Learning NAACL 2022 Pipelines for Social Bias Testing of Large Language Models ACL 2022 Sense Embeddings are also Biased – Evaluating Social Biases in Static and Contextualised Sense Embeddings ACL 2022 Socially Aware Bias Measurements for Hindi Language Representations NAACL 2022 SOS: Systematic Offensive Stereotyping Bias in Word Embeddings COLING 2022 The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs AACL 2022 Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark EMNLP 2022 Unmasking the Mask – Evaluating Social Biases in Masked Language Models AAAI 2022 Upstream Mitigation Is Not All You Need: Testing the Bias Transfer Hypothesis in Pre-Trained Language Models ACL 2022 You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings ACL 2022