Bipol: Multi-axes Evaluation of Bias with Explainability in Benchmark Datasets Jan 28, 2023 Bias Detection Diagnostic
Code Code Available DispaRisk: Auditing Fairness Through Usable Information May 20, 2024 Benchmarking Bias Detection
Code Code Available Disentangling Structure and Style: Political Bias Detection in News by Inducing Document Hierarchy Apr 5, 2023 Articles Bias Detection
Code Code Available ViLBias: A Comprehensive Framework for Bias Detection through Linguistic and Visual Cues , presenting Annotation Strategies, Evaluation, and Key Challenges Dec 22, 2024 Bias Detection
Code Code Available Automated Dependence Plots Dec 2, 2019 Bias Detection Model Selection
Code Code Available NewB: 200,000+ Sentences for Political Bias Detection Jun 4, 2020 Bias Detection Binary Classification
Code Code Available Bipol: A Novel Multi-Axes Bias Evaluation Metric with Explainability for NLP Apr 8, 2023 Bias Detection Sentence
Code Code Available Fair is Better than Sensational:Man is to Doctor as Woman is to Doctor May 23, 2019 Bias Detection Diagnostic
Code Code Available fairmodels: A Flexible Tool For Bias Detection, Visualization, And Mitigation Apr 1, 2021 Bias Detection Fairness
Code Code Available A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers Jul 1, 2024 Bias Detection counterfactual
Code Code Available A Unified Comparison of User Modeling Techniques for Predicting Data Interaction and Detecting Exploration Bias Aug 9, 2022 Bias Detection Data Interaction
Code Code Available Trade-Offs Between Fairness and Privacy in Language Modeling May 24, 2023 Bias Detection Fairness
Code Code Available Fine-grained Classification of Political Bias in German News: A Data Set and Initial Experiments Aug 1, 2021 Articles Bias Detection
Code Code Available Forward Composition Propagation for Explainable Neural Reasoning Dec 23, 2021 Bias Detection Fairness
Code Code Available Detection of Puffery on the English Wikipedia Nov 1, 2021 Bias Detection Information Retrieval
Code Code Available Gender Bias Detection in Court Decisions: A Brazilian Case Study Jun 1, 2024 Bias Detection Gender Bias Detection
Code Code Available Detecting Media Bias in News Articles using Gaussian Bias Distributions Oct 20, 2020 Articles Bias Detection
Code Code Available GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative Models Aug 29, 2024 Bias Detection Fairness
Code Code Available GUS-Net: Social Bias Classification in Text with Generalizations, Unfairness, and Stereotypes Oct 10, 2024 Bias Detection token-classification
Code Code Available HeteroCorpus: A Corpus for Heteronormative Language Detection Jul 1, 2022 Bias Detection Gender Bias Detection
Code Code Available How Neural Networks Organize Concepts: Introducing Concept Trajectory Analysis for Deep Learning Interpretability Jun 1, 2025 Bias Detection
Code Code Available How sensitive are translation systems to extra contexts? Mitigating gender bias in Neural Machine Translation models through relevant contexts May 22, 2022 Bias Detection Machine Translation
Code Code Available IFBiD: Inference-Free Bias Detection Sep 9, 2021 Bias Detection
Code Code Available Predicting the Leading Political Ideology of YouTube Channels Using Acoustic, Textual, and Metadata Information Oct 20, 2019 Bias Detection Multimodal Deep Learning
Code Code Available Towards Automatic Bias Detection in Knowledge Graphs Sep 19, 2021 Bias Detection Fairness
Code Code Available Quantifying Gender Biases Towards Politicians on Reddit Dec 22, 2021 Bias Detection Gender Bias Detection
Code Code Available IndiVec: An Exploration of Leveraging Large Language Models for Media Bias Detection with Fine-Grained Bias Indicators Feb 1, 2024 Bias Detection Instruction Following
Code Code Available Towards Implicit Bias Detection and Mitigation in Multi-Agent LLM Interactions Oct 3, 2024 Bias Detection
Code Code Available The BIAS Detection Framework: Bias Detection in Word Embeddings and Language Models for European Languages Jul 26, 2024 Bias Detection Diversity
Code Code Available DeNetDM: Debiasing by Network Depth Modulation Mar 28, 2024 Bias Detection Mitigating Contextual Bias
Code Code Available A Domain-adaptive Pre-training Approach for Language Bias Detection in News May 22, 2022 Bias Detection Decision Making
Code Code Available Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models Sep 16, 2023 Age/Bias-conflicting Bias Detection
Code Code Available Robust Bias Detection in MLMs and its Application to Human Trait Ratings Feb 21, 2025 Bias Detection
Code Code Available Language-Agnostic Bias Detection in Language Models with Bias Probing May 22, 2023 Bias Detection
Code Code Available RuBia: A Russian Language Bias Detection Dataset Mar 26, 2024 Bias Detection Diagnostic
Code Code Available Towards Detection of Subjective Bias using Contextualized Word Embeddings Feb 16, 2020 Bias Detection Propaganda detection
Code Code Available Corpora Evaluation and System Bias Detection in Multi-document Summarization Oct 5, 2020 Bias Detection Document Summarization
Code Code Available Second Order WinoBias (SoWinoBias) Test Set for Latent Gender Bias Detection in Coreference Resolution Sep 28, 2021 Bias Detection coreference-resolution
Code Code Available LOGAN: Local Group Bias Detection by Clustering Oct 6, 2020 Bias Detection BIG-bench Machine Learning
Code Code Available LUCID-GAN: Conditional Generative Models to Locate Unfairness Jul 28, 2023 Bias Detection Fairness
Code Code Available The Media Bias Taxonomy: A Systematic Literature Review on the Forms and Automated Detection of Media Bias Dec 26, 2023 Bias Detection Systematic Literature Review
Code Code Available debiaSAE: Benchmarking and Mitigating Vision-Language Model Bias Oct 17, 2024 Benchmarking Bias Detection
Code Code Available Uncovering bias in the PlantVillage dataset Jun 9, 2022 Bias Detection Deep Learning
Code Code Available Measuring Gender Bias in Word Embeddings across Domains and Discovering New Gender Bias Word Categories Aug 1, 2019 Bias Detection Clustering
Code Code Available The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection Nov 17, 2024 Bias Detection Hate Speech Detection
Code Code Available Mind Your Bias: A Critical Review of Bias Detection Methods for Contextual Language Models Nov 15, 2022 Bias Detection Word Embeddings
Code Code Available Mitigating Bias in Queer Representation within Large Language Models: A Collaborative Agent Approach Nov 12, 2024 Bias Detection Fairness
Code Code Available Social Bias in Large Language Models For Bangla: An Empirical Study on Gender and Religious Bias Jul 3, 2024 Benchmarking Bias Detection
Code Code Available TinyEmo: Scaling down Emotional Reasoning via Metric Projection Oct 9, 2024 Bias Detection Classification
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