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Vaibhav Kumar Profile picture
Vaibhav Kumar
@vaibhavk1o1
Ex Applied Science @Amazon Alexa | MS CS @UCLA | #NLProc Research | Interested in DeFi
May 31, 2023 • 8 tweets • 5 min read
Excited to share our #NLProc #ACL2023NLP paper:

Controlled Text Generation with Hidden Representation Transformations

Work done during my applied scientist internship at @AmazonScience @alexa99 team.

Paper: arxiv.org/abs/2305.19230
Code: github.com/amazon-science… (Coming soon) Image @AmazonScience @alexa99 LLMs are notoriously difficult to control. This work is an effort to fix that.

We create CHRT : a novel framework to attribute control LLMs using learned transformation blocks.

It can be used to minimize toxicity, maximize positive sentiment and more. Image