The illusion of artificial inclusion

W Agnew, AS Bergman, J Chien, M Díaz… - Proceedings of the CHI …, 2024 - dl.acm.org
Human participants play a central role in the development of modern artificial intelligence
(AI) technology, in psychological science, and in user research. Recent advances in …

Cultural bias and cultural alignment of large language models

Y Tao, O Viberg, RS Baker, RF Kizilcec - PNAS nexus, 2024 - academic.oup.com
Culture fundamentally shapes people's reasoning, behavior, and communication. As people
increasingly use generative artificial intelligence (AI) to expedite and automate personal and …

Auditing and mitigating cultural bias in llms

Y Tao, O Viberg, RS Baker, RF Kizilcec - ar** large language
models (LLMs), LLMs often learn an averaged human preference and struggle to model …

Aya dataset: An open-access collection for multilingual instruction tuning

S Singh, F Vargus, D Dsouza, BF Karlsson… - arxiv preprint arxiv …, 2024 - arxiv.org
Datasets are foundational to many breakthroughs in modern artificial intelligence. Many
recent achievements in the space of natural language processing (NLP) can be attributed to …

Are Large Language Models Consistent over Value-laden Questions?

J Moore, T Deshpande, D Yang - arxiv preprint arxiv:2407.02996, 2024 - arxiv.org
Large language models (LLMs) appear to bias their survey answers toward certain values.
Nonetheless, some argue that LLMs are too inconsistent to simulate particular values. Are …

[PDF][PDF] Multi-fact: Assessing multilingual llms' multi-regional knowledge using factscore

S Shafayat, E Kim, J Oh, A Oh - arxiv preprint arxiv …, 2024 - globalaicultures.github.io
Abstract Large Language Models (LLMs) are prone to factuality hallucination, generating
text that contradicts established knowledge. While extensive research has addressed this in …

Cultural adaptation of recipes

Y Cao, Y Kementchedjhieva, R Cui… - Transactions of the …, 2024 - direct.mit.edu
Building upon the considerable advances in Large Language Models (LLMs), we are now
equipped to address more sophisticated tasks demanding a nuanced understanding of …