Cultural Competence

Latest AI and machine learning research in cultural competence for healthcare professionals.

3,220 articles

Linguistic Comparison of AI- and Human-Written Responses to Online Mental Health Queries

The ubiquity and widespread use of digital and online technologies have transformed mental health ...

Apr 2025 http://arxiv.org/abs/2504.09271v1

Mixed Signals: Decoding VLMs' Reasoning and Underlying Bias in Vision-Language Conflict

Vision-language models (VLMs) have demonstrated impressive performance by effectively integrating ...

Apr 2025 http://arxiv.org/abs/2504.08974v1

ELSA: A Style Aligned Dataset for Emotionally Intelligent Language Generation

Advancements in emotion aware language processing increasingly shape vital NLP applications rangin...

Apr 2025 http://arxiv.org/abs/2504.08281v1

DiverseFlow: Sample-Efficient Diverse Mode Coverage in Flows

Many real-world applications of flow-based generative models desire a diverse set of samples that ...

Apr 2025 http://arxiv.org/abs/2504.07894v1

Benchmarking Adversarial Robustness to Bias Elicitation in Large Language Models: Scalable Automated Assessment with LLM-as-a-Judge

Large Language Models (LLMs) have revolutionized artificial intelligence, driving advancements in ...

Apr 2025 http://arxiv.org/abs/2504.07887v1

Language-Dependent Political Bias in AI: A Study of ChatGPT and Gemini

As leading examples of large language models, ChatGPT and Gemini claim to provide accurate and unb...

Apr 2025 http://arxiv.org/abs/2504.06436v1

On the Dynamics of Mating Preferences in Genetic Programming

Several mating restriction techniques have been implemented in Evolutionary Algorithms to promote ...

Apr 2025 http://arxiv.org/abs/2504.06110v1

Challenges of Artificial Intelligence in Medicine.

Artificial Intelligence (AI) holds great promise for healthcare, promising improved patient outcomes...

Apr 2025 40200436

Deconstructing Bias: A Multifaceted Framework for Diagnosing Cultural and Compositional Inequities in Text-to-Image Generative Models

The transformative potential of text-to-image (T2I) models hinges on their ability to synthesize c...

Apr 2025 http://arxiv.org/abs/2505.01430v1

Cognitive Debiasing Large Language Models for Decision-Making

Large language models (LLMs) have shown potential in supporting decision-making applications, part...

Apr 2025 http://arxiv.org/abs/2504.04141v3

Metamorphic Testing for Fairness Evaluation in Large Language Models: Identifying Intersectional Bias in LLaMA and GPT

Large Language Models (LLMs) have made significant strides in Natural Language Processing but rema...

Apr 2025 http://arxiv.org/abs/2504.07982v1

Bias in Large Language Models Across Clinical Applications: A Systematic Review

Background: Large language models (LLMs) are rapidly being integrated into healthcare, promising t...

Apr 2025 http://arxiv.org/abs/2504.02917v1

Language Models reach higher Agreement than Humans in Historical Interpretation

This paper compares historical annotations by humans and Large Language Models. The findings revea...

Apr 2025 http://arxiv.org/abs/2504.02572v1

Semantic segmentation of forest stands using deep learning

Forest stands are the fundamental units in forest management inventories, silviculture, and financ...

Apr 2025 http://arxiv.org/abs/2504.02471v1

Implicit Bias Injection Attacks against Text-to-Image Diffusion Models

The proliferation of text-to-image diffusion models (T2I DMs) has led to an increased presence of ...

Apr 2025 http://arxiv.org/abs/2504.01819v1

Using complex prompts to identify fine-grained biases in image generation through ChatGPT-4o

There are not one but two dimensions of bias that can be revealed through the study of large AI mo...

Apr 2025 http://arxiv.org/abs/2504.00388v1

Boosting MLLM Reasoning with Text-Debiased Hint-GRPO

MLLM reasoning has drawn widespread research for its excellent problem-solving capability. Current...

Mar 2025 http://arxiv.org/abs/2503.23905v1

Evolutionary Prompt Optimization Discovers Emergent Multimodal Reasoning Strategies in Vision-Language Models

We present a framework for optimizing prompts in vision-language models to elicit multimodal reaso...

Mar 2025 http://arxiv.org/abs/2503.23503v1

A Large Scale Analysis of Gender Biases in Text-to-Image Generative Models

With the increasing use of image generation technology, understanding its social biases, including...

Mar 2025 http://arxiv.org/abs/2503.23398v1

Multi-Objective Quality-Diversity in Unstructured and Unbounded Spaces

Quality-Diversity algorithms are powerful tools for discovering diverse, high-performing solutions...

Mar 2025 http://arxiv.org/abs/2504.03715v1

A Multi-Site Study on AI-Driven Pathology Detection and Osteoarthritis Grading from Knee X-Ray

Introduction: Bone health disorders like osteoarthritis and osteoporosis pose major global health ...

Mar 2025 http://arxiv.org/abs/2503.22176v1

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