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Fairness

3,337 papers

Papers per year

Papers

Are Compressed Language Models Less Subgroup Robust? EMNLP 2023
Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain EMNLP 2023
Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine Translation EMNLP 2023
Unveiling Identity Biases in Toxicity Detection : A Game-Focused Dataset and Reactivity Analysis Approach EMNLP 2023
Crossing the Aisle: Unveiling Partisan and Counter-Partisan Events in News Reporting EMNLP 2023
Is a Prestigious Job the same as a Prestigious Country? A Case Study on Multilingual Sentence Embeddings and European Countries EMNLP 2023
DiFair: A Benchmark for Disentangled Assessment of Gender Knowledge and Bias EMNLP 2023
“Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters EMNLP 2023
Debiasing Multimodal Models via Causal Information Minimization EMNLP 2023
Women Wearing Lipstick: Measuring the Bias Between an Object and Its Related Gender EMNLP 2023
Statistically Profiling Biases in Natural Language Reasoning Datasets and Models EMNLP 2023
Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models EMNLP 2023
Co2PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning EMNLP 2023
DeCrisisMB: Debiased Semi-Supervised Learning for Crisis Tweet Classification via Memory Bank EMNLP 2023
Mitigating Biases in Hate Speech Detection from A Causal Perspective EMNLP 2023
‘Person’ == Light-skinned, Western Man, and Sexualization of Women of Color: Stereotypes in Stable Diffusion EMNLP 2023
Measuring bias in Instruction-Following models with P-AT EMNLP 2023
Intersectional Stereotypes in Large Language Models: Dataset and Analysis EMNLP 2023
A Closer Look into Using Large Language Models for Automatic Evaluation EMNLP 2023
Pre-trained Speech Processing Models Contain Human-Like Biases that Propagate to Speech Emotion Recognition EMNLP 2023
When and Why Does Bias Mitigation Work? EMNLP 2023
Toxicity in Multilingual Machine Translation at Scale EMNLP 2023
Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance EMNLP 2023
Entity-Based Evaluation of Political Bias in Automatic Summarization EMNLP 2023
Debias NLU Datasets via Training-free Perturbations EMNLP 2023