Cover Image

Beauty and the Bias: Exploring the Impact of Attractiveness on Multimodal Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gulati, Aditya, D'Incà, Moreno, Sebe, Nicu, Lepri, Bruno, Oliver, Nuria
Format:	Preprint
Published:	2025
Subjects:	Computers and Society
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

What is Beautiful is Still Good: The Attractiveness Halo Effect in the era of Beauty Filters
by: Gulati, Aditya, et al.
Published: (2024)

GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative Models
by: D'Incà, Moreno, et al.
Published: (2024)

Lookism: The overlooked bias in computer vision
by: Gulati, Aditya, et al.
Published: (2024)

Safe Vision-Language Models via Unsafe Weights Manipulation
by: D'Incà, Moreno, et al.
Published: (2025)

OpenBias: Open-set Bias Detection in Text-to-Image Generative Models
by: D'Incà, Moreno, et al.
Published: (2024)

Why do we Trust Chatbots? From Normative Principles to Behavioral Drivers
by: Gulati, Aditya, et al.
Published: (2026)

Large Language Models for Multimodal Deformable Image Registration
by: Ma, Mingrui, et al.
Published: (2024)

Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers
by: Guimard, Quentin, et al.
Published: (2025)

Mind the Style: Impact of Communication Style on Human-Chatbot Interaction
by: Derner, Erik, et al.
Published: (2026)

Urban Safety Perception Through the Lens of Large Multimodal Models: A Persona-based Approach
by: Beneduce, Ciro, et al.
Published: (2025)

Large Language Models are Zero-Shot Next Location Predictors
by: Beneduce, Ciro, et al.
Published: (2024)

Aesthetics as Structural Harm: Algorithmic Lookism Across Text-to-Image Generation and Classification
by: Doh, Miriam, et al.
Published: (2026)

Happy Young Women, Grumpy Old Men? Emotion-Driven Demographic Biases in Synthetic Face Generation
by: Wei, Mengting, et al.
Published: (2026)

Leveraging Large Language Models to Measure Gender Representation Bias in Gendered Language Corpora
by: Derner, Erik, et al.
Published: (2024)

Rethinking the Learning Paradigm for Facial Expression Recognition
by: Wang, Weijie, et al.
Published: (2022)

The LLM Wears Prada: Analysing Gender Bias and Stereotypes through Online Shopping Data
by: Luca, Massimiliano, et al.
Published: (2025)

Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models
by: Bronzini, Marco, et al.
Published: (2023)

ESPLoRA: Enhanced Spatial Precision with Low-Rank Adaption in Text-to-Image Diffusion Models for High-Definition Synthesis
by: Rigo, Andrea, et al.
Published: (2025)

Time Series Foundation Models are Flow Predictors
by: Luca, Massimiliano, et al.
Published: (2025)

From Text to Multimodality: Exploring the Evolution and Impact of Large Language Models in Medical Practice
by: Niu, Qian, et al.
Published: (2024)

PoInit-of-View: Poisoning Initialization of Views Transfers Across Multiple 3D Reconstruction Systems
by: Wang, Weijie, et al.
Published: (2026)

Physical partisan proximity outweighs online ties in predicting US voting outcomes
by: Tonin, Marco, et al.
Published: (2024)

Exploring the Boundaries of Content Moderation in Text-to-Image Generation
by: Riccio, Piera, et al.
Published: (2024)

AesBiasBench: Evaluating Bias and Alignment in Multimodal Language Models for Personalized Image Aesthetic Assessment
by: Li, Kun, et al.
Published: (2025)

AI's Blind Spots: Geographic Knowledge and Diversity Deficit in Generated Urban Scenario
by: Beneduce, Ciro, et al.
Published: (2025)

Characterizing Selective Refusal Bias in Large Language Models
by: Khorramrouz, Adel, et al.
Published: (2025)

Gender Bias in Emotion Recognition by Large Language Models
by: Herbert, Maureen, et al.
Published: (2025)

FreeInsert: Disentangled Text-Guided Object Insertion in 3D Gaussian Scene without Spatial Priors
by: Li, Chenxi, et al.
Published: (2025)

Fully-Geometric Cross-Attention for Point Cloud Registration
by: Wang, Weijie, et al.
Published: (2025)

Causal Disentanglement for Robust Long-tail Medical Image Generation
by: Nie, Weizhi, et al.
Published: (2025)

Job loss disrupts individuals' mobility and their exploratory patterns
by: Centellegher, Simone, et al.
Published: (2024)

Cross-Language Bias Examination in Large Language Models
by: Liang, Yuxuan, et al.
Published: (2025)

POCI-Diff: Position Objects Consistently and Interactively with 3D-Layout Guided Diffusion
by: Rigo, Andrea, et al.
Published: (2026)

Intrinsic Meets Extrinsic Fairness: Assessing the Downstream Impact of Bias Mitigation in Large Language Models
by: Arzaghi', 'Mina, et al.
Published: (2025)

Exploring Social Desirability Response Bias in Large Language Models: Evidence from GPT-4 Simulations
by: Lee, Sanguk, et al.
Published: (2024)

Measuring Implicit Bias in Explicitly Unbiased Large Language Models
by: Bai, Xuechunzi, et al.
Published: (2024)

Mixing Individual and Collective Behaviours to Predict Out-of-Routine Mobility
by: Bontorin, Sebastiano, et al.
Published: (2024)

A City-Scale Dataset of Traffic Flows, Travel Times, and Urban Context
by: Cappi, Riccardo, et al.
Published: (2026)

pySpainMobility: a Python Package to Access and Manage Spanish Open Mobility Data
by: Beneduce, Ciro, et al.
Published: (2025)

ESG Beliefs of Large Language Models: Evidence and Impact
by: Li, Tong, et al.
Published: (2025)