Browse State-of-the-Art › Bias Detection › Papers, page 2
Bias Detection
Papers archive 2025-07-28
archive papers tagged: 199 · with a code link: 80 · where Syntology ran a sample: 11 (10 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (11 of 199 tagged: 10 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)
Page 2 of 2: papers 101 to 199 of 199, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Auditing a Dutch Public Sector Risk Profiling Algorithm Using an Unsupervised Bias Detection Tool3 Feb 2025 0 repositories listed
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Unmasking Conversational Bias in AI Multiagent Systems24 Jan 2025 0 repositories listed
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Decoding News Bias: Multi Bias Detection in News Articles5 Jan 2025 0 repositories listed
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Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers1 Jan 2025 0 repositories listed
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Improved Models for Media Bias Detection and Subcategorization16 Dec 2024 0 repositories listed
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Towards Understanding and Quantifying Uncertainty for Text-to-Image Generation4 Dec 2024 0 repositories listed
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Bias Analysis of AI Models for Undergraduate Student Admissions3 Dec 2024 0 repositories listed
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MediaSpin: Exploring Media Bias Through Fine-Grained Analysis of News Headlines3 Dec 2024 0 repositories listed
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Bias in Large Language Models: Origin, Evaluation, and Mitigation16 Nov 2024 0 repositories listed
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Current State-of-the-Art of Bias Detection and Mitigation in Machine Translation for African and European Languages: a Review28 Oct 2024 0 repositories listed
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Quantifying Risk Propensities of Large Language Models: Ethical Focus and Bias Detection through Role-Play26 Oct 2024 0 repositories listed
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Can We Trust AI Agents? A Case Study of an LLM-Based Multi-Agent System for Ethical AI25 Oct 2024 0 repositories listed
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With a Grain of SALT: Are LLMs Fair Across Social Dimensions?16 Oct 2024 0 repositories listed
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Mitigating the Risk of Health Inequity Exacerbated by Large Language Models7 Oct 2024 0 repositories listed
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Towards Fairer Health Recommendations: finding informative unbiased samples via Word Sense Disambiguation11 Sep 2024 0 repositories listed
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Uncovering Biases with Reflective Large Language Models24 Aug 2024 0 repositories listed
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Unboxing Occupational Bias: Grounded Debiasing of LLMs with U.S. Labor Data20 Aug 2024 0 repositories listed
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A Study on Bias Detection and Classification in Natural Language Processing14 Aug 2024 0 repositories listed
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Decoding Biases: Automated Methods and LLM Judges for Gender Bias Detection in Language Models7 Aug 2024 0 repositories listed
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BiasScanner: Automatic Detection and Classification of News Bias to Strengthen Democracy15 Jul 2024 0 repositories listed
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BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs14 Jul 2024 0 repositories listed
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A Review of the Challenges with Massive Web-mined Corpora Used in Large Language Models Pre-Training10 Jul 2024 0 repositories listed
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Epistemological Bias As a Means for the Automated Detection of Injustices in Text8 Jul 2024 0 repositories listed
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Seeing Like an AI: How LLMs Apply (and Misapply) Wikipedia Neutrality Norms4 Jul 2024 0 repositories listed
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DocNet: Semantic Structure in Inductive Bias Detection Models16 Jun 2024 0 repositories listed
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Experiments in News Bias Detection with Pre-Trained Neural Transformers14 Jun 2024 0 repositories listed
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6 Jun 2024 0 repositories listed
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Evaluating AI fairness in credit scoring with the BRIO tool5 Jun 2024 0 repositories listed
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The Point of View of a Sentiment: Towards Clinician Bias Detection in Psychiatric Notes31 May 2024 0 repositories listed
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A Novel Method for News Article Event-Based Embedding20 May 2024 0 repositories listed
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A Deep Dive into Effects of Structural Bias on CMA-ES Performance along Affine Trajectories26 Apr 2024 0 repositories listed
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Reinforcement Learning from Multi-role Debates as Feedback for Bias Mitigation in LLMs15 Apr 2024 0 repositories listed
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The Impact of Unstated Norms in Bias Analysis of Language Models4 Apr 2024 0 repositories listed
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ChatGPT v.s. Media Bias: A Comparative Study of GPT-3.5 and Fine-tuned Language Models29 Mar 2024 0 repositories listed
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Implications of the AI Act for Non-Discrimination Law and Algorithmic Fairness29 Mar 2024 0 repositories listed
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Decoding News Narratives: A Critical Analysis of Large Language Models in Framing Detection18 Feb 2024 0 repositories listed
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Multilingual Bias Detection and Mitigation for Indian Languages23 Dec 2023 0 repositories listed
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Large Language Model (LLM) Bias Index -- LLMBI22 Dec 2023 0 repositories listed
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Extending Variability-Aware Model Selection with Bias Detection in Machine Learning Projects23 Nov 2023 0 repositories listed
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Current Topological and Machine Learning Applications for Bias Detection in Text22 Nov 2023 0 repositories listed
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Subtle Misogyny Detection and Mitigation: An Expert-Annotated Dataset15 Nov 2023 0 repositories listed
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Unmasking Bias in AI: A Systematic Review of Bias Detection and Mitigation Strategies in Electronic Health Record-based Models30 Oct 2023 0 repositories listed
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Target-Aware Contextual Political Bias Detection in News2 Oct 2023 0 repositories listed
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Unlocking Bias Detection: Leveraging Transformer-Based Models for Content Analysis30 Sep 2023 0 repositories listed
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Unsupervised Bias Detection in College Student Newspapers11 Sep 2023 0 repositories listed
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Auditing Predictive Models for Intersectional Biases22 Jun 2023 0 repositories listed
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Disentangling Structure and Style: Political Bias Detection in News by Inducing Document Hierarchy5 Apr 2023 0 repositories listed
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Adding Instructions during Pretraining: Effective Way of Controlling Toxicity in Language Models14 Feb 2023 0 repositories listed
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Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN16 Nov 2022 0 repositories listed
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Exploiting Transformer-based Multitask Learning for the Detection of Media Bias in News Articles7 Nov 2022 0 repositories listed
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A Keyword Based Approach to Understanding the Overpenalization of Marginalized Groups by English Marginal Abuse Models on Twitter7 Oct 2022 0 repositories listed
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Efficient Gender Debiasing of Pre-trained Indic Language Models8 Sep 2022 0 repositories listed
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Robots Enact Malignant Stereotypes23 Jul 2022 0 repositories listed
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MRCLens: an MRC Dataset Bias Detection Toolkit18 Jul 2022 0 repositories listed
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Incorporating Subjectivity into Gendered Ambiguous Pronoun (GAP) Resolution using Style Transfer1 Jul 2022 0 repositories listed
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Personalized Detection of Cognitive Biases in Actions of Users from Their Logs: Anchoring and Recency Biases30 Jun 2022 0 repositories listed
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Towards WinoQueer: Developing a Benchmark for Anti-Queer Bias in Large Language Models23 Jun 2022 0 repositories listed
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Beyond Explanation: A Case for Exploratory Text Visualizations of Non-Aggregated, Annotated Datasets1 Jun 2022 0 repositories listed
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Constructive Interpretability with CoLabel: Corroborative Integration, Complementary Features, and Collaborative Learning20 May 2022 0 repositories listed
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Towards Detecting Political Bias in Hindi News Articles1 May 2022 0 repositories listed
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A Meta Survey of Quality Evaluation Criteria in Explanation Methods25 Mar 2022 0 repositories listed
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Towards Identifying Social Bias in Dialog Systems: Frame, Datasets, and Benchmarks16 Feb 2022 0 repositories listed
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Modeling Multi-level Context for Informational Bias Detection by Contrastive Learning and Sentential Graph Network25 Jan 2022 0 repositories listed
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An Interdisciplinary Approach for the Automated Detection and Visualization of Media Bias in News Articles26 Dec 2021 0 repositories listed
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Towards A Reliable Ground-Truth For Biased Language Detection14 Dec 2021 0 repositories listed
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Anatomizing Bias in Facial Analysis13 Dec 2021 0 repositories listed
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Sparse Interventions in Language Models with Differentiable Masking13 Dec 2021 0 repositories listed
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MRCLens: an MRC Dataset Bias Detection Toolkit16 Nov 2021 0 repositories listed
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Detecting Gender Bias in Transformer-based Models: A Case Study on BERT15 Oct 2021 0 repositories listed
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Deep Learning for Bias Detection: From Inception to Deployment12 Oct 2021 0 repositories listed
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Second Order WinoBias (SoWinoBias) Test Set for Latent Gender Bias Detection in Coreference Resolution28 Sep 2021 0 repositories listed
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Fairness via AI: Bias Reduction in Medical Information6 Sep 2021 0 repositories listed
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Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021): Workshop and Shared Task Report17 Aug 2021 0 repositories listed
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Sexism in the Judiciary: The Importance of Bias Definition in NLP and In Our Courts1 Aug 2021 0 repositories listed
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Inferring bias and uncertainty in camera calibration28 Jul 2021 0 repositories listed
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Pseudo-labelling Enhanced Media Bias Detection16 Jul 2021 0 repositories listed
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Sexism in the Judiciary29 Jun 2021 0 repositories listed
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iReason: Multimodal Commonsense Reasoning using Videos and Natural Language with Interpretability25 Jun 2021 0 repositories listed
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MBIC -- A Media Bias Annotation Dataset Including Annotator Characteristics20 May 2021 0 repositories listed
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16 Apr 2021 0 repositories listed
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Detecting Cross-Geographic Biases in Toxicity Modeling on Social Media14 Apr 2021 0 repositories listed
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A Survey on Predicting the Factuality and the Bias of News Media16 Mar 2021 0 repositories listed
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BENN: Bias Estimation Using Deep Neural Network23 Dec 2020 0 repositories listed
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Investigating Bias in Image Classification using Model Explanations10 Dec 2020 0 repositories listed
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Split and Expand: An inference-time improvement for Weakly Supervised Cell Instance Segmentation21 Jul 2020 0 repositories listed
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Enhancing Bias Detection in Political News Using Pragmatic Presupposition1 Jul 2020 0 repositories listed
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Towards Integrating Fairness Transparently in Industrial Applications10 Jun 2020 0 repositories listed
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4 Jun 2020 0 repositories listed
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Fair Is Better than Sensational: Man Is to Doctor as Woman Is to Doctor1 Jun 2020 0 repositories listed
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Annotating and Analyzing Biased Sentences in News Articles using Crowdsourcing1 May 2020 0 repositories listed
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The Impact of Presentation Style on Human-In-The-Loop Detection of Algorithmic Bias26 Apr 2020 0 repositories listed
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InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics14 Apr 2020 0 repositories listed
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Designing Tools for Semi-Automated Detection of Machine Learning Biases: An Interview Study13 Mar 2020 0 repositories listed
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Bias in word embeddings27 Jan 2020 0 repositories listed
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Accurate Uncertainty Estimation and Decomposition in Ensemble Learning11 Nov 2019 0 repositories listed
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Detecting Political Bias in News Articles Using Headline Attention1 Aug 2019 0 repositories listed
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Team Kermit-the-frog at SemEval-2019 Task 4: Bias Detection Through Sentiment Analysis and Simple Linguistic Features1 Jun 2019 0 repositories listed
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Evaluating Fairness Metrics in the Presence of Dataset Bias24 Sep 2018 0 repositories listed
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Large-scale news entity sentiment analysis1 Sep 2017 0 repositories listed