Hailey Joren
@HaileyJoren
PhD Student at UCSD | human-interactive ML & AI | reliability | uncertainty
🚨New blog post out! It's really well written with great graphics 😉😎 About sufficient context in #LLMs for #RAG, based on the project from our amazing intern @HaileyJoren !
Today on the blog we introduce a notion of sufficient context to examine retrieval augmented generation (RAG) systems, developing a method to classify instances, analyzing failures of RAG systems & proposing a way to reduce hallucinations. Read more →goo.gle/43gp3Vk
PhD in Computer Science, University of California San Diego 🎓 My research focused on uncertainty and safety in AI systems, including 🤷♀️letting models say "I don't know" under uncertainty 🔎understanding and reducing hallucinations 🔁 methods for answering "how much will…
Come see our poster # 230 tomorrow in the morning session at #ICLR2025 ✨Sufficient Context: a new lens on RAG systems✨ w/ @HaileyJoren, @DaChengJuan1, Jianyi Zhang, @ankurtaly , Chun-Sung Ferng Paper: arxiv.org/abs/2411.06037 Project page: github.com/hljoren/suffic…
Baby’s first ICLR! (And mine too!) He had plenty of constructive feedback for mom’s poster pitch
