Anikait Singh (@anikait_singh_) 's Twitter Profile
Anikait Singh

@anikait_singh_

PhD'ing @StanfordAILab @stanfordnlp, Previously @ToyotaResearch @GoogleDeepMind @Berkeley_AI

asap7772.bsky.social

ID: 1639394385946345475

linkhttp://asap7772.github.io calendar_today24-03-2023 22:31:05

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Anikait Singh (@anikait_singh_) 's Twitter Profile Photo
Anikait Singh
@anikait_singh_

2 months ago

Personalization in LLMs is crucial for meeting diverse user needs, yet collecting real-world preferences at scale remains a significant challenge. Introducing FSPO, a simple framework leveraging synthetic preference data to adapt new users with meta-learning for open-ended QA! 🧵

Personalization in LLMs is crucial for meeting diverse user needs, yet collecting real-world preferences at scale remains a significant challenge. Introducing FSPO, a simple framework leveraging synthetic preference data to adapt new users with meta-learning for open-ended QA! 🧵