| Category | Assignment | Subject | Psychology |
|---|---|---|---|
| University | Singapore University of Social Science | Module Title | PSY205 Social Psychology |
Answer the question in this section.
(Word Count: including in-text citations and excluding your reference list, shall fall between 1,800 to 2,000 words.)
First, examine the following excerpt from Hofmann et al.’s (2024) abstract to understand how their findings apply to the phenomena of prejudice:
Hundreds of millions of people now interact with language models, with uses ranging from serving as a writing aid to informing hiring decisions … Here, we demonstrate that language models embody covert racism in the form of dialect prejudice: we extend research showing that Americans hold raciolinguistic stereotypes about speakers of African American English and find that language models have the same prejudice, exhibiting covert stereotypes that are more negative than any human stereotypes about African Americans ever experimentally recorded … Language models are more likely to suggest that speakers of African American English be assigned less prestigious jobs, be convicted of crimes, and be sentenced to death.
Finally, we show that existing methods for alleviating racial bias in language models, such as human feedback training, do not mitigate the dialect prejudice but can exacerbate the discrepancy between covert and overt stereotypes by teaching language models to superficially conceal the racism that they maintain on a deeper level.
Develop your understanding of social psychology in the digital world as you apply theories of prejudice to analyse the extent to which biases of language technology, as uncovered by Hofmann et al. (2024), are relevant to the local Singapore context.
For a more comprehensive essay, your analysis could also:
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Order Non-Plagiarized AssignmentThe References lists the full reference of all sources cited or referred to in your assignment. In-text citations also need to be presented accurately in APA format.
No marks are allocated to English competency, but a penalty of up to marks will apply for errors.
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