Implicit Bias

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Period ending 2026-09-21

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  1. Scaling Vision-Language Models Is Not Enough to Mitigate Bias

    Jul 30, 2026Ioannis Sarridis, Ioannis Kompatsiaris, Symeon PapadopoulosEvaluation BenchmarksImplicit Bias

  2. STEREODISCO: Discovering Stereotypicality in LLMs

    Jul 30, 2026Farane Jalali Farahani, Corina Dima, Mojtaba Nayyeri +2Stereotype MitigationStereo Vision

  3. From Minds to Models: The Intersection of Psychology and LLM Behaviours

    Jul 30, 2026Oliver Guidetti, Reza RyanLarge Language Model BiasPsychology

  4. Same Facts, Different Diagnosis: Measuring and Mitigating Narrative Anchoring in Clinical Language Models

    Jul 29, 2026Prabhjot Singh, Pritam Deka, Vijay ChennareddyLarge Language Model BiasNarratives

  5. Evaluating Regional Bias in LLMs From Abstract Stereotype to Concrete Social Decision-Making

    Jul 29, 2026Jiayuan Di, Haoyi Yang, Yufei Luo +2Stereotype MitigationBridging Geographic Bias

  6. OptimismBench: Forecasting Bias and the Alignment Effect in Language Model Judgment

    Jul 29, 2026Seonglae Cho, Adriano KoshiyamaLarge Language Model BiasLarge Language Model Judges

  7. Symphony of Bias: Exploring Gender Associations with Musical Instruments in Multimodal LLMs

    Jul 29, 2026Farhan Farsi, Shayan Bali, Mohammad Heydari Rad +2GenderImplicit Bias

  8. Quotient Dynamics, Effective Curvature, and Implicit Bias in Positive Quadratic Networks

    Jul 28, 2026Pengcheng ChengCurvatureWasserstein Gradient Flows

  9. From Dyad to Triad: Eliciting XAI Requirements in Stroke Rehabilitation

    Jul 28, 2026Param Rajpura, Yogesh Kumar MeenaRehabilitationXai

  10. Decision-Level Hijacking: Injecting Cognitive Bias into Large Language Models via Bit-Flip Attacks

    Jul 28, 2026Yu Yan, Jiahao Chen, Siqi Lu +6Language Model Evasion AttacksLarge Language Model Decision-Making

  11. LEX-EC: A Lexical Evidence-Channel Audit Framework for Zero-Shot LLM Personality Classification in Black-Box Settings

    Jul 27, 2026Brittany Harbison, Ashok K. GoelPersonalityLarge Language Model Bias

  12. Disentangling Semantic Attention from Structural Bias in the Attention Manifold

    Jul 27, 2026Pengkun Jiao, Bin Zhu, Jingjing Chen +1Cross-Modal AttentionMulti-Modal Large Language Models

  13. Disentangling Acoustic Cues in Alzheimer's Pathology and Perception: The Roles of Language and Gender

    Jul 27, 2026Liu He, Yuanchao Li, Yin-Long Liu +5AlzheimerGender

  14. Auditing Alignment Controllability in LLMs via Political Axes

    Jul 26, 2026Bartol Bućan, Nikola Sočec, Sarah Isufi +5Large Language Model BiasIdeology

  15. On the Impossibility of Unbiased and Length-Invariant Policy Optimization with Outcome Rewards

    Jul 25, 2026Fei Ding, Yongkang Zhang, Yuhao Liao +2Group Relative Policy OptimizationMulti-Objective Policy Optimization

  16. LoRA for Gender-Inclusive Rewriting and Activation Steering for Counter-Narrative Generation

    Jul 25, 2026Akhil Rajeev P, Manoj Balaji JActivation SteeringGender

  17. Probing Latent Colombian Identity Inferences in Qwen2.5-7B with Natural Language Autoencoders

    Jul 23, 2026Pablo Santiago Potes Velasco, María del Mar García Matabanchoy, Óscar Julián Pérez Ladino +3Stereotype MitigationModel Interpretability

  18. Scale Up Strategically: Learning Compositional Generalization via Bias-Aware Evaluation and Data Collection for Robotic Manipulation

    Jul 23, 2026Yu Qi, Zhang Ye, Xinyi Xu +6Robot SystemsImplicit Bias

  19. Unlearning Under Imbalance: Benchmarking Fairness in Multimodal LLM Unlearning

    Jul 23, 2026Lorenzo Orsingher, Thomas De Min, Massimiliano Mancini +2Large Language Model UnlearningLarge Language Model Bias

  20. QuantiBias: Benchmarking Quantization-Induced Bias in LLMs

    Jul 23, 2026Emilio FerraraLarge Language Model BiasLarge Language Model Quantization

  21. MAGE-Vein: Multi-Instance Age and Gender Estimation from Finger Vein Images

    Jul 23, 2026Katsuki Tanaka, Koichi Ito, Takafumi Aoki +4AgeHand Gesture Recognition

  22. Position Bias is Hidden Behind Ceiling Effects: A Permutation Diagnostic for LLM Benchmarks

    Jul 23, 2026Hiroki TambaLarge Language Model EvaluationImplicit Bias

  23. REGARD: Regional Affective Differences in Large Language Models

    Jul 22, 2026Andrei Chetvergov, Alexander Evseev, Mikhail Solovev +5Large Language Model BiasAffective

  24. LKValues: Aligning Large Language Models with Sri Lankan Societal Values

    Jul 22, 2026Nethmi Muthugala, Supryadi, Surangika Ranathunga +7Large Language Model AlignmentMultilingual Large Language Models

  25. Sympathetic Framing: Evaluating AI Alignment across Sociodemographic Groups

    Jul 22, 2026Haran Shani-Narkiss, Michael Fire, Oren TsurLarge Language Model BiasArtificial Intelligence Alignment

  26. Gotta Catch them all: the modes of Sycophancy

    Jul 22, 2026Shreyans Jain, Alexandra Yost, Amirali AbdullahSycophancyPsychology

  27. Evaluating and Mitigating Gender Bias in Pre-trained Embeddings for ML-based Recruitment

    Jul 22, 2026Farnaz Faramarzi Lighvan, Lynn HouthuysGender BiasGender

  28. AutoJourn: Multi-Perspective Summarisation, Bias Detection and Bias Neutralisation for LLM-Generated News in Automated Journalism

    Jul 21, 2026Himel Ghosh, Ahmed Mosharafa, Georg GrohHeadlinesLarge Language Model Bias

  29. SkillSight: Calibrating Generic Content Bias for Skill Retrieval

    Jul 21, 2026Jinying Xiao, Bin Li, Xiaopeng Li +7RelevanceImplicit Bias

  30. Relative Positions Generalize, Absolute Positions Memorize: An Implicit-Bias Account of Length Generalization in Attention

    Jul 21, 2026Subham Singh, Ashutosh Mishra, Subha RautPositional EncodingSequence Modeling

  31. Deep Learning Estimation of Sex, Age, Height, and Weight from CT-derived Digitally Reconstructed Radiographs

    Jul 21, 2026Tomohiro Kikuchi, Kohei Yamamoto, Yukihiro Nomura +6Computed Tomography DatasetChest Radiography

  32. PAC--Bayes Bounds on Quotient Parameter Spaces: Geometry-induced Implicit-Bias Priors

    Jul 20, 2026Nicola Aladrah, Fabio AnselmiBayesianOver-Parameterized Neural Networks

  33. RMS@CC-MMD 2026: Multimodal Misogyny Detection via Geometric Interaction and Multi-View Consensus

    Jul 20, 2026Md. Ajwad HossainMemesContent Moderation

  34. How Does Alignment Tuning Shape Representations of Sycophancy and Related Cue-Induced Biases in LLMs?

    Jul 20, 2026Prakhar Gupta, Terry Jingchen Zhang, Florent Draye +2Large Language Model BiasLarge Language Model Alignment

  35. When a Name Is Not a Name: A Benchmark Dataset and Distilled Reasoning for Culturally Entangled Bangla Homographs in Low-Resource LLMs

    Jul 20, 2026Md. Asaduzzaman ShuvoBanglaCultural Knowledge

  36. Grokipedia vs Wikipedia: An LLM-Based Audit of Political Neutrality along Ideologies

    Jul 16, 2026Filippos Vlahos, Guillaume Bied, Tijl De BieIdeologyLarge Language Model Bias

  37. Rare Concept Generation via Counterfactual Inference in Diffusion Models

    Jul 16, 2026Zhengyuan Jiang, Haipeng Liu, Meng Wang +1Text-To-Image Diffusion ModelsDiscrete Diffusion Model

  38. Investigating first-language bias in LLM-based automated essay scoring: A cross-prompt evaluation of an open-weight AI-model on TOEFL essays

    Jul 16, 2026John Maurice GayedAutomated Essay ScoringLarge Language Model Bias

  39. Mixed-Agent Museum Tour Guide Design Improves Gendered Learning Outcomes and Visitor Preferences

    Jul 16, 2026Annette M. Masterson, Wonse Jo, Helena C. Sieh +2Human-Robot InteractionGender

  40. Genre Bias or Aesthetic Perception? Identifying and Mitigating Shortcut Learning in Music Evaluation

    Jul 15, 2026Yizhou Zhang, Wangjin Zhou, Yi Zhao +3AestheticsMean Opinion Scores

  41. OrDA: Orthogonal Disentanglement of Access Habits Framework for Homepage Marketing Block Recommendations

    Jul 15, 2026Lingxiao Zhang, Xiaobo Li, Tao XuAdsGround-Truth Signal

  42. The Café in Amsterdam: When the Incumbent Becomes the Oracle

    Jul 15, 2026Augusto CamargoComputational CostOracles

  43. Adaptive Filtering of the KV Cache: Diagnosing and Correcting Structural-Role Bias in LLM Inference

    Jul 14, 2026Soumil MandalKey-Value Cache EvictionKey-Value Cache

  44. Toward Localizing and Repairing Bias in Transformer Attention Heads

    Jul 14, 2026Sigma JahanTransformer AttentionTransformer Architectures

  45. Accuracy and Normalized Accuracy under Length Bias: Analysis, Guidelines, and a Bayesian Alternative

    Jul 14, 2026Koen OostermeijerScoringImplicit Bias

  46. Gradient Flow Dynamics and Implicit Bias of Diagonal Linear Networks under Infinitesimal Initialization

    Jul 14, 2026Jiajie Zhao, Jianxing Wang, Junjie Yang +2Two-Layer Neural NetworksImplicit Bias

  47. The Sound of Absence: Audio-Language Embedding Models Struggle with Negation

    Jul 14, 2026Chun-Yi Kuan, Hung-yi LeeNegationLegal Natural Language Processing Benchmarks

  48. Fine-Tuned Multi-Agent Framework for Detecting OCEAN in Life Narratives

    Jul 13, 2026Rasiq Hussain, Darshil Italiya, Joshua Oltmanns +1PersonalityImplicit Bias

  49. How Temperature Shapes Ideological Discourse in Retrieval-Augmented Generation?

    Jul 13, 2026Elmira Salari, Hazem Amamou, José Victor de Souza +3Retrieval-Augmented Generation SystemsLarge Language Model Bias

  50. Reproducing human biases in route choice using large language models: Toward scalable behavioral modeling

    Jul 13, 2026Jiangtao Han, Shoufeng Ma, Shuxian Xu +4Large Language Model Decision-MakingBehavioral Alignment

  51. Are LLMs ready for HardChoices?

    Jul 13, 2026Dmitry NikolaevIdeologyLarge Language Model Bias

  52. The Paternalistic Filter: Epistemic Injustice and Differential Refusal in LLM-Mediated History Education for Marginalized Romanian Students

    Jul 13, 2026Alexis Popovici, Andrei Ionascu, Adrian-Marius DumitranLarge Language Model BiasTutors

  53. DeepBias: Adaptive In-depth Probing of Social Biases in LVLMs

    Jul 13, 2026Anqi Li, Jie Zhang, Zhongqi Wang +4Large Language Model BiasLarge Vision Language Models

  54. Why Low-Light Cameras Go Color Blind: Removing Color Bias in Raw Denoising

    Jul 13, 2026Mohammad Mohammadi, Sina Honari, Stavros Tsogkas +6Low-Light ImagesImage Denoising

  55. Do Video-LLMs Actually Watch? Diagnosing Character-Tracking Failures in Long-Form Video

    Jul 13, 2026Mohammad Al-Ratrout, Shayla Sharmin, Aditya Raikwar +1CharacterizationAppearance

  56. What You Train Is What You Get: Gender Bias, Training Composition, and Post-Hoc Mitigation in Audio Deepfake Detection

    Jul 10, 2026Aishwarya R. Fursule, Vamshi Nallaguntla, Shruti Kshirsagar +1Audio Deepfake DetectionWav2Vec

  57. FairSelect: A Systematic Evaluation of Multi-Level and Intersectional Algorithmic Fairness

    Jul 9, 2026Nick Souligne, Isabella Mixton-Garcia, Vignesh SubbianSubgroup InformationClinical Prediction

  58. Beyond wheelchairs and blindfolds: Investigating disability stereotypes in T2I models with INCLUDE-BENCH

    Jul 9, 2026Sophia Lichtenberg, Albert Gatt, Judith MasthoffText-To-ImageStereotype Mitigation

  59. Dive Into the Implicit Biases of Low-rank Vision-language Alignment

    Jul 9, 2026Mingjia Shi, Shuo Wang, Xiaobo Wang +7Vision-Language AlignmentVision-Language

  60. When Debiasing Backfires: Counterintuitive Side Effects of Preprocessing-Based Stereotype Mitigation

    Jul 8, 2026Yahan Zheng, John Guerrerio, Soroush Vosoughi +1Stereotype MitigationPreprocessing