Have been cooking with so many amazing professionals, Seongheon Park, @teknology.bsky.social , Jiatong Li, Wendi Li, Samuel Yeh, Xuefeng Du, Hamed Hassani, @paulbogdan.bsky.social , Dawn Song, and Sharon Li🥰

Truly enjoyed it and learned a lot🙏

We tend to conflate "autonomy" with "reliability" in AI agents. But autonomy without trust is catastrophically dangerous.

Our new paper formalizes UQ for LLM agents, proposes a new lens: agent uncertainty as a conditional uncertainty reduction process.
📄 huggingface.co/papers/2602....

Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented Generation Many language models now enhance their responses with retrieval capabilities, leading to the widespread adoption of retrieval-augmented generation (RAG) systems. However, despite retrieval being a cor...

Heading to #NeurIPS2024 to present our ‘Fair RAG’ paper at the #AFME2024 workshop! Let's talk about RAG, Information Retrieval, and Fairness. Honored that our paper was selected as one of the Top 5 Spotlight Papers! 🎉 Let’s connect and chat!
Paper: arxiv.org/abs/2409.11598