Cultural bias and cultural alignment of large language models

[PDF] Investigating Cultural Alignment of Large Language Models

The intricate relationship between language and culture has long been a subject of exploration within the realm of linguistic anthropology.

Cultural Alignment in Large Language Models - arxiv-sanity

Improving the alignment of Large Language Models (LLMs) with respect to the cultural values that they encode has become an increasingly important topic. In this ...

Cultural Alignment in Large Language Models - NASA ADS

The deployment of large language models (LLMs) raises concerns regarding their cultural misalignment and potential ramifications on individuals and ...

Cultural Alignment in Large Language Models - GoatStack.AI

The study on 'Cultural Alignment of Large Language Models' aims to assess the extent to which LLMs encapsulate knowledge from different cultures.

Reducing the cultural bias of AI with one sentence - EurekAlert!

ITHACA, N.Y. – Cultural values and traditions differ across the globe, but large language models (LLMs), used in text-generating programs ...

Investigating Cultural Alignment of Large Language Models

This paper investigates the cultural alignment of large language models (LLMs), which are AI systems trained on vast amounts of text data to ...

René Kizilcec on X: "In addition to showing the cultural bias in GPT's ...

... alignment: cultural ... Researchers concerned about cultural bias in large language models asked ChatGPT questions about values used in ...

Boosting Cross-cultural Understanding in Large Language Models

Cultural bias is pervasive in many large language models (LLMs), largely due to the deficiency of data representative of different cultures.

Country-level cultural bias across GPT models and how...

As expected based on the relative proximity of the GPT models in Figure 1, we find that the distribution of cultural bias without cultural prompting is similar ...

faridlazuarda/cultural-llm-papers: A curated list of research ... - GitHub

Measuring Cultural Bias in Large Language Models. ArXiv [Paper]; Shaikh, et al. (2023) Modeling Cross-Cultural Pragmatic Inference with Codenames Duet. ACL ...

Study of ChatGPT reveals cultural bias skewed towards English ...

Large language models, including ChatGPT, are trained on data that overrepresent certain countries and cultures, raising the possibility that ...

消費者行動研究部会 on X: "Cultural bias and cultural alignment of ...

Cultural bias and cultural alignment of large language models. PNAS Nexus. https://t.co/KRjdAYLr7U.

CulturePark: Boosting Cross-cultural Understanding in Large...

Cultural bias is pervasive in many large language models (LLMs), largely due to the deficiency of data representative of different cultures.

Should ChatGPT be biased? Challenges and risks of bias in large ...

Large language models may learn and perpetuate cultural stereotypes or biases, as they are often present in the data used for training. This can result in the ...

Large language models show human-like content biases in ... - PNAS

Research in cultural evolution, using transmission chain experiments, demonstrates that humans have biases to attend to, remember, and transmit some types of ...

(PDF) Having Beer after Prayer? Measuring Cultural Bias in Large ...

(DOI: 10.48550/arXiv.2305.14456) Are language models culturally biased? It is important that language models conform to the cultural aspects of the ...

Why I'm committed to breaking the bias in large language models

Language bias occurs because AI models are often trained on data sets dominated by English-language information. This often means that a model ...

Embedded values-like shape ethical reasoning of large language ...

Assessing the Alignment of Large Language Models With Human Values ... Measuring cultural bias in large language models. ArXiv Preprint ...

Measuring the Cultural Adaptability of Large Language Models

However, language model responses are known to exhibit representational biases across different sub-populations. In the context of cultures ...

Assessing the Alignment of Large Language Models With Human ...

Large language models (LLMs) hold potential for mental health applications. However, their opaque alignment processes may embed biases that shape problematic ...