Galactica: A Large Language Model for Science Nov 16, 2022 Anachronisms Bias Detection
Code Code Available 5 Explainable AI in Spatial Analysis May 1, 2025 Bias Detection Explainable artificial intelligence
Code Code Available 5 Benchmarking Bias Mitigation Algorithms in Representation Learning through Fairness Metrics Jun 8, 2021 Age And Gender Classification Benchmarking
Code Code Available 5 StereoSet: Measuring stereotypical bias in pretrained language models Apr 20, 2020 Bias Detection Math
Code Code Available 5 Learning to Split for Automatic Bias Detection Apr 28, 2022 Bias Detection image-classification
Code Code Available 5 Benchmarking Llama2, Mistral, Gemma and GPT for Factuality, Toxicity, Bias and Propensity for Hallucinations Apr 15, 2024 Benchmarking Bias Detection
Code Code Available 5 BAD: BiAs Detection for Large Language Models in the context of candidate screening May 17, 2023 Bias Detection Fairness
Code Code Available 5 Neural Media Bias Detection Using Distant Supervision With BABE -- Bias Annotations By Experts Sep 29, 2022 Articles Bias Detection
Code Code Available 5 Exploring Visual Engagement Signals for Representation Learning Apr 15, 2021 Bias Detection Emotion Recognition
Code Code Available 5 SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation May 16, 2024 Bias Detection Diversity
Code Code Available 5 Debiased Visual Question Answering from Feature and Sample Perspectives Dec 1, 2021 Bias Detection Question Answering
Code Code Available 5 MT-LENS: An all-in-one Toolkit for Better Machine Translation Evaluation Dec 16, 2024 All Benchmarking
Code Code Available 5 Introducing MBIB -- the first Media Bias Identification Benchmark Task and Dataset Collection Apr 25, 2023 Bias Detection
Code Code Available 5 Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud Sep 7, 2021 Bias Detection BIG-bench Machine Learning
Code Code Available 5 Neural Media Bias Detection Using Distant Supervision With BABE - Bias Annotations By Experts Nov 1, 2021 Articles Bias Detection
Code Code Available 5 New Job, New Gender? Measuring the Social Bias in Image Generation Models Jan 1, 2024 Bias Detection Fairness
Code Code Available 5 OpenBias: Open-set Bias Detection in Text-to-Image Generative Models Apr 11, 2024 Bias Detection Fairness
Code Code Available 5 The Hidden Language of Diffusion Models Jun 1, 2023 Bias Detection Image Manipulation
Code Code Available 5 Explainable AI for computational pathology identifies model limitations and tissue biomarkers Sep 4, 2024 Bias Detection counterfactual
Code Code Available 5 Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists Mar 17, 2022 Abuse Detection Bias Detection
Code Code Available 5 Towards explainable classifiers using the counterfactual approach -- global explanations for discovering bias in data May 5, 2020 Bias Detection counterfactual
Code Code Available 5 Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases Jun 6, 2020 Bias Detection Sentence
Code Code Available 5 A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets May 29, 2023 Bias Detection Code Generation
Code Code Available 5 Counterfactual Token Generation in Large Language Models Sep 25, 2024 Bias Detection counterfactual
Code Code Available 5 BiasAsker: Measuring the Bias in Conversational AI System May 21, 2023 Bias Detection
Code Code Available 5 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 5 Language-Agnostic Bias Detection in Language Models with Bias Probing May 22, 2023 Bias Detection
Code Code Available 5 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 5 IFBiD: Inference-Free Bias Detection Sep 9, 2021 Bias Detection
Code Code Available 5 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 5 HeteroCorpus: A Corpus for Heteronormative Language Detection Jul 1, 2022 Bias Detection Gender Bias Detection
Code Code Available 5 GUS-Net: Social Bias Classification in Text with Generalizations, Unfairness, and Stereotypes Oct 10, 2024 Bias Detection token-classification
Code Code Available 5 How Neural Networks Organize Concepts: Introducing Concept Trajectory Analysis for Deep Learning Interpretability Jun 1, 2025 Bias Detection
Code Code Available 5 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 5 LOGAN: Local Group Bias Detection by Clustering Oct 6, 2020 Bias Detection BIG-bench Machine Learning
Code Code Available 5 Fine-grained Classification of Political Bias in German News: A Data Set and Initial Experiments Aug 1, 2021 Articles Bias Detection
Code Code Available 5 Fair is Better than Sensational:Man is to Doctor as Woman is to Doctor May 23, 2019 Bias Detection Diagnostic
Code Code Available 5 Forward Composition Propagation for Explainable Neural Reasoning Dec 23, 2021 Bias Detection Fairness
Code Code Available 5 Don’t Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques Nov 1, 2021 All Bias Detection
Code Code Available 5 Bipol: Multi-axes Evaluation of Bias with Explainability in Benchmark Datasets Jan 28, 2023 Bias Detection Diagnostic
Code Code Available 5 Bipol: A Novel Multi-Axes Bias Evaluation Metric with Explainability for NLP Apr 8, 2023 Bias Detection Sentence
Code Code Available 5 A Domain-adaptive Pre-training Approach for Language Bias Detection in News May 22, 2022 Bias Detection Decision Making
Code Code Available 5 Don't Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques Sep 1, 2021 All Bias Detection
Code Code Available 5 Detection of Puffery on the English Wikipedia Nov 1, 2021 Bias Detection Information Retrieval
Code Code Available 5 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 5 fairmodels: A Flexible Tool For Bias Detection, Visualization, And Mitigation Apr 1, 2021 Bias Detection Fairness
Code Code Available 5 A methodology to characterize bias and harmful stereotypes in natural language processing in Latin America Jul 14, 2022 Bias Detection Decision Making
Code Code Available 5 GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative Models Aug 29, 2024 Bias Detection Fairness
Code Code Available 5 Automated Dependence Plots Dec 2, 2019 Bias Detection Model Selection
Code Code Available 5 Detecting Media Bias in News Articles using Gaussian Bias Distributions Oct 20, 2020 Articles Bias Detection
Code Code Available 5 