🧑‍🔬 Xiao Yang

🧭 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. Enhanced Reasoning for Biomedical Document-Level Relation Extraction via a Novel Cascade Language Model Framework (2026 · 1 citation)
   Extracting relations between biomedical entities across a whole document is harder than doing it within one sentence.
2. Reasoning as Gradient: Scaling MLE Agents Beyond Tree Search (2026)
   Most LLM agents for machine learning engineering (MLE) improve solutions through tree or graph search. They reduce rich execution feedback to a scalar score and use it only to decide which candidate to keep. The authors argue that this is a gradient-free approach. It wastes diagnostic information that strong…

🤝 Co-authors here

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

• Jian Wang
• Jiang Bian
• Jingyuan Li
• Xu Yang
• Yifei Zhang
• Yuge Zhang

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

Updated 2 November 2026

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