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Cultural bias and cultural alignment of large language models


Cultural bias and cultural alignment of large language models

We conduct a disaggregated evaluation of cultural bias for five widely used large language models (OpenAI's GPT-4o/4-turbo/4/3.5-turbo/3)

Cultural Bias and Cultural Alignment of Large Language Models

As people increasingly use generative artificial intelligence (AI) to expedite and automate personal and professional tasks, cultural values ...

Cultural Bias and Cultural Alignment of Large Language Models

We conduct a disaggregated evaluation of cultural bias for five widely used large language models (OpenAI's GPT-4o/4-turbo/4/3.5-turbo/3)

Olga Viberg on LinkedIn: Cultural bias and cultural alignment of ...

We conduct a disaggregated evaluation of cultural bias for five widely used large language models (OpenAI's GPT-4o/4-turbo/4/3.5-turbo/3)

Investigating Cultural Alignment of Large Language Models

instead of “Biases.” This choice is deliberate as the term. “bias” outside mathematical context often carries a negative connotation—a ...

Cultural Bias in Large Language Models - De Gruyter

This paper delves into the intricate relationship between Large Language Models (LLMs) and cultural bias. It underscores the significant ...

Reducing the cultural bias of AI with one sentence - Cornell Chronicle

Cultural values and traditions differ across the globe, but large language models (LLMs), used in text-generating programs such as ChatGPT, ...

similar - arxiv-sanity

We conduct a disaggregated evaluation of cultural bias for five widely used large language models (OpenAI's GPT-4o/4-turbo/4/3.5-turbo/3) by comparing the ...

Cultural Bias and Cultural Alignment of Large Language Models - OSF

Free and easy to use, the Open Science Framework supports the entire research lifecycle: planning, execution, reporting, archiving, and discovery.

CULTURAL ALIGNMENT IN LARGE LANGUAGE MODELS

While the discourse has focused mainly on political and social biases, our research proposes a Cultural Alignment Test. (Hoftede's CAT) to ...

Investigating Cultural Alignment of Large Language Models - arXiv

Through this lens, we aim to measure the cultural alignment of Large Language Models (LLMs) by simulating existing surveys that have been ...

Reducing the cultural bias of AI with one sentence - ScienceDaily

Cultural values and traditions differ across the globe, but large language models (LLMs), used in text-generating programs such as ChatGPT, ...

Cultural Bias and Cultural Alignment of Large Language Models - OSF

Cultural Bias and Cultural Alignment of Large Language Models · Metadata · Start managing your projects on OSF today. Free and easy to use, OSF ...

How Culturally Aligned are Large Language Models?

Research Summary by Reem Ibrahim Masoud, a Ph.D. student at University College London (UCL) specializing in the Cultural Alignment of Large ...

[PDF] Cultural bias and cultural alignment of large language models

We conduct a disaggregated evaluation of cultural bias for five widely used large language models (OpenAI's GPT-4o/4-turbo/4/3.5-turbo/3) by comparing the ...

A compilation of paper relevant to cultural alignment and LLMs

(8-2023) Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede's Cultural Dimensions ... Measuring Cultural Bias in Large ...

An Explanatory Analysis Based on Hofstede's Cultural Dimensions

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

Cultural Bias and Cultural Alignment of Large Language Models

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

Large language model alignment “bias” and cultural consensus theory

I think cultural consensus theory (a statistical model, not a contentious issue for school boards) can provide a model for the sociology of alignment.

LLMs exhibit significant Western cultural bias, study finds

A new study by researchers at the Georgia Institute of Technology has found that large language models (LLMs) exhibit significant bias towards entities and ...