None
EN
Multilingual artificial intelligence often reinforces bias
['Jaimie Patterson']
Hub
Johns Hopkins computer scientists have discovered that artificial intelligence tools like ChatGPT are creating a digital language divide, amplifying the dominance of English and other commonly spoken languages while sidelining minority languages.
"We were trying to ask, are multilingual LLMs truly multilingual?
As a result, the researchers label current multilingual LLMs "faux polyglots" that fail to break language barriers, keeping users trapped in language-based filter bubbles.
In the meantime, it encourages the larger research community to look at the effects of different model training strategies, data mixtures, and retrieval-augmented generation architectures.
"As a society, we need users to get the same information regardless of their language and background."
['llms'
'sharma'
'reinforces'
'language'
'english'
'languages'
'intelligence'
'information'
'model'
'multilingual'
'researchers'
'bias'
'users'
'different'
'artificial']