🚨Introducing TimpaTeks!
We’re exploring activation steering in diffusion models, allowing for in-place editing to transform text into new concepts.
Amazing work led by @rayendito
Check out the paper: https://t.co/BZogkHjMVo
Github: https://t.co/6hVlcHtCOW
🚨 New Paper Alert! 🚨
How does AI bias manifest in an incredibly diverse nation like Indonesia? 🇮🇩
If you think AI bias is complicated in the US, try looking at Indonesia.
With hundreds of ethnicities/languages and a multi-party democracy (yes we have like 10+ parties), i.e LLMs heavily favor massive majority groups (like Sundanese) while completely sidelining marginalized ones (like Korowai).
paper link: https://t.co/2sU0NT4UW0
You ever wanted to change a piece of text (positive to negative movie review, sentence abt cats to dogs, etc) without changing the structure of the sentence too much? our project, TimpaTeks🗿 lets you do that 😭😱🤯
TimpaTeks🗿 is based on diffusion LMs and activation steering. Basically, to change the sentence automatically, it selects (samples) tokens that needed to be replaced, then it goes through the usual DLM generation pipeline with steer vectors injected.
I think the results are pretty neat and the text is still coherent (gif is an actual run result) pls check it out guys
github: https://t.co/pNW6vOYyLs
arxiv: https://t.co/0yTiHfNOXZ
🚨Introducing TimpaTeks!
We’re exploring activation steering in diffusion models, allowing for in-place editing to transform text into new concepts.
Amazing work led by @rayendito
Check out the paper: https://t.co/BZogkHjMVo
Github: https://t.co/6hVlcHtCOW
this paper came to be with the help and inspiration from my cool friends @IkhlasulHanif0 @ Fadli Aulawi @ Ahmed Elshabrawy @AlhamFikri
... and the TimpaTeks memes (literal translation: TextOverwrite memes)