🧑‍🔬 Samuel Yeh

🏛️ Affiliations

🎓University of Wisconsin–MadisonMadison · United States2026 · 7 paperscurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities (2026 · 4 citations)
   Most uncertainty quantification (UQ) work for LLMs studies a model that answers once, or follows one chain of reasoning, and gets no new information along the way.
2. How Retrieved Context Shapes Internal Representations in RAG (2026)
   Most studies of retrieval-augmented generation (RAG) judge retrieved documents by their effect on final answers. This paper looks inside the model instead. It asks how documents of different relevance change an LLM's hidden states, and how those changes connect to what the model outputs.

🤝 Co-authors here

8 co-authors with a page, the most papers together first.

• Sharon Li ×2
• Changdae Oh
• Dawn Song
• Hamed Hassani
• Jiatong Li
• Sean Du
• Seongheon Park
• Wendi Li

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026

🔗 Cited by

Papers of our library cite their works 3 times (of the 149,439 papers whose bibliographies we read); 2 citing papers with a page here →.

Updated 2 November 2026

This page in Markdown → https://md.research.elamur.ai/free/en/authors/samuel-yeh/