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

The Tail Wagging the Dog: Dataset Construction Biases of Social Bias Benchmarks ACL 2023
Layered Bias: Interpreting Bias in Pretrained Large Language Models EMNLP 2023
What social attitudes about gender does BERT encode? Leveraging insights from psycholinguistics ACL 2023
Understanding the Effect of Model Compression on Social Bias in Large Language Models EMNLP 2023
Co2PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning EMNLP 2023
Nichelle and Nancy: The Influence of Demographic Attributes and Tokenization Length on First Name Biases ACL 2023
Measuring bias in Instruction-Following models with P-AT EMNLP 2023
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems EMNLP 2023
Entity-Based Evaluation of Political Bias in Automatic Summarization EMNLP 2023
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning EACL 2023
Assessing Political Inclination of Bangla Language Models EMNLP 2023
SODAPOP: Open-Ended Discovery of Social Biases in Social Commonsense Reasoning Models EACL 2023
How-to Guides for Specific Audiences: A Corpus and Initial Findings ACL 2023
A Rose by Any Other Name would not Smell as Sweet: Social Bias in Names Mistranslation EMNLP 2023
ROBBIE: Robust Bias Evaluation of Large Generative Language Models EMNLP 2023
Uncovering and Categorizing Social Biases in Text-to-SQL ACL 2023
Uncovering and Quantifying Social Biases in Code Generation NIPS 2023
Efficient Multilingual Language Model Compression through Vocabulary Trimming EMNLP 2023
BLIND: Bias Removal With No Demographics ACL 2023
Race, Gender, and Age Biases in Biomedical Masked Language Models ACL 2023
Darkness can not drive out darkness: Investigating Bias in Hate SpeechDetection Models ACL 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
Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique AACL 2022
Detecting Unintended Social Bias in Toxic Language Datasets CONLL 2022