53
LLMs have a strong bias against use of African American English
(arstechnica.com)
you are viewing a single comment's thread
view the rest of the comments
view the rest of the comments
this post was submitted on 29 Aug 2024
53 points (70.5% liked)
Technology
59287 readers
4452 users here now
This is a most excellent place for technology news and articles.
Our Rules
- Follow the lemmy.world rules.
- Only tech related content.
- Be excellent to each another!
- Mod approved content bots can post up to 10 articles per day.
- Threads asking for personal tech support may be deleted.
- Politics threads may be removed.
- No memes allowed as posts, OK to post as comments.
- Only approved bots from the list below, to ask if your bot can be added please contact us.
- Check for duplicates before posting, duplicates may be removed
Approved Bots
founded 1 year ago
MODERATORS
African Americans have a weak bias against writing in African American English -> Colleges have weak bias against accepting African Americans as graduate students -> Academic text have strong bias for text written by graduate students -> LLM training data has bias for academic texts -> LLMs have a strong bias for writing like training data.
The error occurs upstream a bit, don't point at the coders.
Writing in AAVE is silly, just like someone from the Deep South including southern drawl in their writing would be, or someone from Boston spelling “car keys” as “kha kees”
So
Is a bit of a jump. Someone writing in AAVE probably wouldn’t get accepted to college, because written word is supposed to transcend dialects and follow a set of rules to be universally understandable.