Implicit Bias

Ask about this field

Recent momentum

emerging

0 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Weekly history

Recent digests

What was published in this field, kept on the site without email delivery.

Period ending 2026-09-21

31 new papers

A weekly snapshot of new work published in Implicit Bias.

Period ending 2026-09-14

10 new papers

A weekly snapshot of new work published in Implicit Bias.

Period ending 2026-09-07

12 new papers

A weekly snapshot of new work published in Implicit Bias.

Inside this field

Focused directions

593 papers

Latest in Implicit Bias

Browse all topics →
CardsList

  1. Below-Chance Blindness: Prompted Underperformance in Small LLMs Produces Positional Bias Rather than Answer Avoidance

    Apr 28, 2026Jon-Paul CacioliSabotageImplicit Bias

  2. Beyond Categories of Caste: Examining Caste Bias and Morality in Text-to-Image AI Models

    Apr 28, 2026Divyanshu Kumar Singh, Dipto Das, Deepika Rama Subramanian +3Gender BiasGenerative Artificial Intelligence

  3. Assessing Y-Axis Influence: Bias in Multimodal Language Models on Chart-to-Table Translation

    Apr 27, 2026Seok Hwan Song, Azher Ahmed Efat, Wallapak TavanapongChartTabular Learning

  4. Why AI Harms Can't Be Fixed One Identity at a Time: What 5300 Incident Reports Reveal About Intersectionality

    Apr 27, 2026Edyta Bogucka, Sanja Šćepanović, Daniele QuerciaArtificial Intelligence SafetyGender Bias

  5. A Multi-Dimensional Audit of Politically Aligned Large Language Models

    Apr 27, 2026Lisa Korver, Mohamed Mostagir, Sherief RedaLarge Language Model BiasLarge Language Model Alignment

  6. Where to Place the Query? Unveiling and Mitigating Positional Bias in In-Context Learning for Diffusion LLMs via Decoding Dynamics

    Apr 26, 2026Zhengheng Li, Panrui Li, Xuyang Liu +1In-Context LearningDiffusion Language Models

  7. Personality Shapes Gender Bias in Persona-Conditioned LLM Narratives Across English and Hindi: An Empirical Investigation

    Apr 26, 2026Tanay Kumar, Shreya Gautam, Aman Chadha +2GenderGender Bias

  8. Peer Identity Bias in Multi-Agent LLM Evaluation: An Empirical Study Using the TRUST Democratic Discourse Analysis Pipeline

    Apr 24, 2026Juergen DietrichLarge Language Model BiasIdentity

  9. Representational Harms in LLM-Generated Narratives Against Global Majority Nationalities

    Apr 24, 2026Ilana Nguyen, Harini Suresh, Thema Monroe-White +1Large Language Model BiasHarms

  10. From Demographics to Survey Anchors: Evaluating LLM Agents for Modeling Retirement Attitudes

    Apr 24, 2026Rubén Garzón, Pauline Baron, Vincent Grari +3SurveyDemographics

  11. Exposing the Unsaid: Visualizing Hidden LLM Bias through Stochastic Path Aggregation

    Apr 24, 2026Matteo Pelossi, Rita Sevastjanova, Thilo Spinner +1Large Language Model BiasImplicit Bias

  12. Quantifying and Mitigating Self-Preference Bias of LLM Judges

    Apr 24, 2026Jinming Yang, Zheng Hu, Chuxian Qiu +3Large Language Model JudgesImplicit Bias

  13. LLM-assisted sentiment analysis for integrated computational and qualitative mixed methods education research: A case study of students' written reflection assignments

    Apr 24, 2026Xiomara Gonzalez, Gabriella Coloyan Fleming, Andrew Katz +2Qualitative ResearchSentiment Analysis

  14. The Coin Flip Judge? Reliability and Bias in LLM-as-a-Judge Evaluation

    Apr 23, 2026Abel YagubyanLlm-As-A-JudgeLarge Language Model Judges

  15. Why are all LLMs Obsessed with Japanese Culture? On the Hidden Cultural and Regional Biases of LLMs

    Apr 23, 2026Joseba Fernandez de Landa, Carla Perez-Almendros, Jose Camacho-ColladosCultural KnowledgeLarge Language Model Bias

  16. From If-Statements to ML Pipelines: Revisiting Bias in Code-Generation

    Apr 23, 2026Minh Duc Bui, Xenia Heilmann, Mattia Cerrato +2Large Language Model BiasCode Generation

  17. Measuring Opinion Bias and Sycophancy via LLM-based Persuasion

    Apr 23, 2026Rodrigo Nogueira, Giovana Kerche Bonás, Thales Sales Almeida +7Large Language Model BiasOpinion Dynamics

  18. Unbiased Prevalence Estimation with Multicalibrated LLMs

    Apr 23, 2026Fridolin Linder, Thomas Leeper, Daniel Haimovich +3PrevalenceImplicit Bias

  19. FairQE: Multi-Agent Framework for Mitigating Gender Bias in Translation Quality Estimation

    Apr 23, 2026Jinhee Jang, Juhwan Choi, Dongjin Lee +2Machine Translation QualityGender Bias

  20. Ideological Bias in LLMs' Economic Causal Reasoning

    Apr 23, 2026Donggyu Lee, Hyeok Yun, Jungwon Kim +4Large Language Model BiasIdeology

  21. When Bigger Isn't Better: A Comprehensive Fairness Evaluation of Political Bias in Multi-News Summarisation

    Apr 23, 2026Nannan Huang, Iffat Maab, Junichi YamagishiLarge Language Model BiasIdeology

  22. Dialect vs Demographics: Quantifying LLM Bias from Implicit Linguistic Signals vs. Explicit User Profiles

    Apr 22, 2026Irti Haq, Belén SaldíasLarge Language Model BiasLarge Language Model Safety

  23. Intersectional Fairness in Large Language Models

    Apr 22, 2026Chaima Boufaied, Ronnie De Souza Santos, Ann BarcombLarge Language Model BiasStereotype Mitigation

  24. Evaluating Remote Sensing Image Captions Beyond Metric Biases

    Apr 22, 2026Ziyun Chen, Fan Liu, Liang Yao +3Remote Sensing Image Change CaptioningRemote Sensing

  25. Whose Story Gets Told? Positionality and Bias in LLM Summaries of Life Narratives

    Apr 22, 2026Melanie Subbiah, Haaris Mian, Nicholas Deas +3Large Language Model BiasSummarization

  26. Culturally uneven urban perception in large language models

    Apr 21, 2026Rong Zhao, Wanqi Liu, Zhizhou Sha +3Cultural KnowledgeLarge Language Model Bias

  27. Cognitive Alignment At No Cost: Inducing Human Attention Biases For Interpretable Vision Transformers

    Apr 21, 2026Ethan KnightsSelf-Supervised Vision TransformersVision Transformer

  28. Bias in the Tails: How Name-conditioned Evaluative Framing in Resume Summaries Destabilizes LLM-based Hiring

    Apr 21, 2026Huy Nghiem, Phuong-Anh Nguyen-Le, Sy-Tuyen Ho +1Large Language Model BiasImplicit Bias

  29. In-Situ Behavioral Evaluation for LLM Fairness, Not Standardized-Test Scores

    Apr 21, 2026Zeyu Tang, Sang T. Truong, Deonna Owens +4Large Language Model BiasLarge Language Model Evaluation

  30. Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment

    Apr 21, 2026Bobo Li, Rui Wu, Zibo Ji +5Multi-Agent ReasoningLarge Language Model Agents

  31. Debiased neural operators for estimating functionals

    Apr 21, 2026Konstantin Hess, Dennis Frauen, Niki Kilbertus +1Neural OperatorsEstimators

  32. Location Not Found: Exposing Implicit Local and Global Biases in Multilingual LLMs

    Apr 21, 2026Guy Mor-Lan, Omer Goldman, Matan Eyal +6Large Language Model BiasMultilingual Large Language Models

  33. Auditing LLMs for Algorithmic Fairness in Casenote-Augmented Tabular Prediction

    Apr 21, 2026Xiao Qi Lee, Ezinne Nwankwo, Angela ZhouLarge Language Model EvaluationImplicit Bias

  34. More Thinking, More Bias: Length-Driven Position Bias in Reasoning Models

    Apr 21, 2026Xiao WangLarge Reasoning ModelsImplicit Bias

  35. A Multi-Agent Framework with Structured Reasoning and Reflective Refinement for Multimodal Empathetic Response Generation

    Apr 21, 2026Liping Wang, Cheng Ye, Weidong Chen +3EmpathyMultimodal Generation

  36. Disparities In Negation Understanding Across Languages In Vision-Language Models

    Apr 21, 2026Charikleia Moraitaki, Sarah Pan, Skyler Pulling +3NegationLinguistics

  37. Semantic Needles in Document Haystacks: Sensitivity Testing of LLM-as-a-Judge Similarity Scoring

    Apr 20, 2026Sinan G. Aksoy, Alexandra A. Sabrio, Erik VonKaenel +1Large Language Model BiasSemantic Similarity Metrics

  38. Investigating Counterfactual Unfairness in LLMs towards Identities through Humor

    Apr 20, 2026Shubin Kim, Yejin Son, Junyeong Park +6Large Language Model BiasHumor

  39. Embedding Arithmetic: A Lightweight, Tuning-Free Framework for Post-hoc Bias Mitigation in Text-to-Image Models

    Apr 20, 2026Venkatesh Thirugnana Sambandham, Torsten SchönText-To-ImageImage Generation

  40. MM-JudgeBias: A Benchmark for Evaluating Compositional Biases in MLLM-as-a-Judge

    Apr 20, 2026Sua Lee, Sanghee Park, Jinbae ImLlm-As-A-JudgeJudges

  41. First, Do No Harm (With LLMs): Mitigating Racial Bias via Agentic Workflows

    Apr 20, 2026Sihao Xing, Zaur GoulievLarge Language Model BiasGender Bias

  42. Identifying Ethical Biases in Action Recognition Models

    Apr 20, 2026Ana Baltaretu, Pascal Benschop, Jan van GemertHuman Activity RecognitionImplicit Bias

  43. From Fallback to Frontline: When Can LLMs be Superior Annotators of Human Perspectives?

    Apr 20, 2026Hasan Amin, Harry Yizhou Tian, Xiaoni Duan +3Human AnnotatorsImplicit Bias

  44. Does Welsh media need a review? Detecting bias in Nation.Cymru's political reporting

    Apr 19, 2026Cai Parry-JonesPolitical DiscourseImplicit Bias

  45. Human-AI Collaboration for Estimating Scientific Replicability

    Apr 19, 2026Tatiana Chakravorti, Robert Fraleigh, Timothy Fritton +7Prediction MarketsReproducibility

  46. Contrastive Analysis of Linguistic Representations in Large Language Model Outputs through Structured Synthetic Data Generation and Abstracted N-gram Associations

    Apr 19, 2026S. A. Desimone, L. Alonso AlemanyLinguisticsLarge Language Model Bias

  47. Calibrated? Not for Everyone: How Sexual Orientation and Religious Markers Distort LLM Accuracy and Confidence in Medical QA

    Apr 19, 2026Alberto Testoni, Iacer CalixtoBenchmarking Large Language ModelsGender

  48. REZE: Representation Regularization for Domain-adaptive Text Embedding Pre-finetuning

    Apr 19, 2026Seungmin Lee, Jeonghwan Lee, Hyunkuk Lim +2Domain-Invariant Text EmbeddingsDomain-Adaptation Benchmark

  49. VIBE: Voice-Induced open-ended Bias Evaluation for Large Audio-Language Models via Real-World Speech

    Apr 19, 2026Yi-Cheng Lin, Yusuke Hirota, Sung-Feng Huang +1Large Language Model BiasLarge Audio Language Models

  50. Dynamics of Cognitive Heterogeneity: Investigating Behavioral Biases in Multi-Stage Supply Chains with LLM-Based Simulation

    Apr 19, 2026Jiuyun Jiang, Yuecheng Hong, Bo Yang +4Multi-Agent SimulationsSupply Chain Optimization

  51. IMA-MoE: An Interpretable Modality-Aware Mixture-of-Experts Framework for Characterizing the Neurobiological Signatures of Binge Eating Disorder

    Apr 18, 2026Lin Zhao, Qiaohui Gao, Elizabeth Martin +5Neurophysiological CorrelatesMixture-of-Experts Models

  52. Bias in the Loop: Auditing LLM-as-a-Judge for Software Engineering

    Apr 18, 2026Zixiao Zhao, Amirreza Esmaeili, Fatemeh FardLlm-As-A-JudgeCode Quality

  53. Expressing Social Emotions: Misalignment Between LLMs and Human Cultural Emotion Norms

    Apr 18, 2026Sree Bhattacharyya, Manas Mehta, Leona Chen +4Large Language Model BiasEmotion

  54. Mitigating Prompt-Induced Cognitive Biases in General-Purpose AI for Software Engineering

    Apr 18, 2026Francesco Sovrano, Gabriele Dominici, Alberto BacchelliSoftware EngineeringAutomatic Prompt Optimization

  55. Machine individuality: Separating genuine idiosyncrasy from response bias in large language models

    Apr 18, 2026Valentin Kriegmair, Dirk U. WulffLarge Language Model BiasLinguistics

  56. Polarization by Default: Auditing Recommendation Bias in LLM-Based Content Curation

    Apr 17, 2026Nicolò Pagan, Christopher Barrie, Chris Andrew Bail +1Large Language Model BiasHuman-Written Text

  57. Subliminal Transfer of Unsafe Behaviors in AI Agent Distillation

    Apr 16, 2026Jacob Dang, Brian Y. Xie, Omar G. YounisChain-Of-Thought DistillationImplicit Bias

  58. When Fairness Metrics Disagree: Evaluating the Reliability of Demographic Fairness Assessment in Machine Learning

    Apr 16, 2026Khalid Adnan AlsayedFairness ConstraintsEvaluation Metrics

  59. SPAGBias: Uncovering and Tracing Structured Spatial Gender Bias in Large Language Models

    Apr 16, 2026Binxian Su, Haoye Lou, Shucheng Zhu +4Large Language Model BiasGender Bias

  60. Improving Machine Learning Performance with Synthetic Augmentation

    Apr 16, 2026Mel Sohm, Charles Dezons, Sami Sellami +2AugmentationSynthetic Data