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Fairness

1139 directly classified papers

Papers per year

Papers

Reasons to Reject? Aligning Language Models with Judgments ACL 2024
Identifying and Mitigating Annotation Bias in Natural Language Understanding using Causal Mediation Analysis ACL 2024
Can Abstract Meaning Representation Facilitate Fair Legal Judgement Predictions? NAACL 2024
AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction NAACL 2024
KorNAT: LLM Alignment Benchmark for Korean Social Values and Common Knowledge ACL 2024
“One-Size-Fits-All”? Examining Expectations around What Constitute “Fair” or “Good” NLG System Behaviors NAACL 2024
Hateful Word in Context Classification EMNLP 2024
“Thinking” Fair and Slow: On the Efficacy of Structured Prompts for Debiasing Language Models EMNLP 2024
Systematic Biases in LLM Simulations of Debates EMNLP 2024
Studying and Mitigating Biases in Sign Language Understanding Models EMNLP 2024
On the Influence of Gender and Race in Romantic Relationship Prediction from Large Language Models EMNLP 2024
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments EMNLP 2024
MiTTenS: A Dataset for Evaluating Gender Mistranslation EMNLP 2024
ChatGPT Doesn’t Trust Chargers Fans: Guardrail Sensitivity in Context EMNLP 2024
Aligning Large Language Models with Diverse Political Viewpoints EMNLP 2024
Evaluating the Diversity, Equity, and Inclusion of NLP Technology: A Case Study for Indian Languages EACL 2023
Uncurated Image-Text Datasets: Shedding Light on Demographic Bias CVPR 2023
Model-Agnostic Gender Debiased Image Captioning CVPR 2023
DeAR: Debiasing Vision-Language Models With Additive Residuals CVPR 2023
PEFTDebias : Capturing debiasing information using PEFTs EMNLP 2023
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques EMNLP 2023
Mirages. On Anthropomorphism in Dialogue Systems EMNLP 2023
Quantifying the Dialect Gap and its Correlates Across Languages EMNLP 2023
Toxicity in Multilingual Machine Translation at Scale EMNLP 2023
Beyond Denouncing Hate: Strategies for Countering Implied Biases and Stereotypes in Language EMNLP 2023