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Fairness

3,337 papers

Papers per year

Papers

Performance and Risk Trade-offs for Multi-word Text Prediction at Scale EACL 2023
Measuring Gender Bias in West Slavic Language Models EACL 2023
Toward Cultural Bias Evaluation Datasets: The Case of Bengali Gender, Religious, and National Identity EACL 2023
Building Stereotype Repositories with Complementary Approaches for Scale and Depth EACL 2023
Bias assessment for experts in discrimination, not in computer science EACL 2023
Probing Pre-Trained Language Models for Cross-Cultural Differences in Values EACL 2023
Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP EACL 2023
Detecting intersectionality in NER models: A data-driven approach EACL 2023
Multilingual BERT has an Accent: Evaluating English Influences on Fluency in Multilingual Models EACL 2023
PEFTDebias : Capturing debiasing information using PEFTs EMNLP 2023
Understanding the Effect of Model Compression on Social Bias in Large Language Models EMNLP 2023
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques EMNLP 2023
Language and Mental Health: Measures of Emotion Dynamics from Text as Linguistic Biosocial Markers EMNLP 2023
ROBBIE: Robust Bias Evaluation of Large Generative Language Models EMNLP 2023
A Rose by Any Other Name would not Smell as Sweet: Social Bias in Names Mistranslation EMNLP 2023
A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation EMNLP 2023
BiasX: “Thinking Slow” in Toxic Content Moderation with Explanations of Implied Social Biases EMNLP 2023
Cross-lingual Transfer Can Worsen Bias in Sentiment Analysis EMNLP 2023
CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction EMNLP 2023
When the Majority is Wrong: Modeling Annotator Disagreement for Subjective Tasks EMNLP 2023
Evaluation of African American Language Bias in Natural Language Generation EMNLP 2023
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems EMNLP 2023
On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research EMNLP 2023
Gender Biases in Automatic Evaluation Metrics for Image Captioning EMNLP 2023
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models EMNLP 2023