conftrace_

social bia

210 papers

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Co-occurring keywords

large language model (13587) bias mitigation (500) bias detection (419) gender bia (435) language model (4599) bias evaluation (123) fairness evaluation (118) bias measurement (66) sentiment analysis (2084) word embedding (1764)

Papers

SOS: Systematic Offensive Stereotyping Bias in Word Embeddings COLING 2022
Challenges in Measuring Bias via Open-Ended Language Generation NAACL 2022
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models ACL 2022
Pipelines for Social Bias Testing of Large Language Models ACL 2022
Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and Arabic ACL 2022
Socially Aware Bias Measurements for Hindi Language Representations NAACL 2022
BBQ: A hand-built bias benchmark for question answering ACL 2022
Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique IJCNLP 2022
French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than English ACL 2022
Re-contextualizing Fairness in NLP: The Case of India IJCNLP 2022
Gendered Mental Health Stigma in Masked Language Models EMNLP 2022
BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation EMNLP 2022
Debiasing Pretrained Text Encoders by Paying Attention to Paying Attention EMNLP 2022
The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs IJCNLP 2022
Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark EMNLP 2022
How Hate Speech Varies by Target Identity: A Computational Analysis EMNLP 2022
Unmasking the Mask – Evaluating Social Biases in Masked Language Models AAAI 2022
Debiasing Isn’t Enough! – on the Effectiveness of Debiasing MLMs and Their Social Biases in Downstream Tasks COLING 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
A Study on the Distribution of Social Biases in Self-Supervised Learning Visual Models CVPR 2022
The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs AACL 2022
How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions? EMNLP 2022
Sense Embeddings are also Biased – Evaluating Social Biases in Static and Contextualised Sense Embeddings ACL 2022
Men Are Elected, Women Are Married: Events Gender Bias on Wikipedia ACL 2021