ClinAlign: Scaling Healthcare Alignment from Clinician Preference (2026)
Medical LLMs score well on exam-style tests, but their free-form answers often miss what clinicians actually expect.
GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs (2026)
LLM rerankers face a trade-off between accuracy and speed. Pointwise scoring is fast but never compares documents with each other. Listwise ranking does compare them, but it exceeds context limits and relies on slow sequential sliding windows. GroupRank takes a middle path: it splits the candidate pool into small…
Perplexity-Aware Data Scaling Law: Perplexity Landscapes Predict Performance for Continual Pre-training (2026)
Continual pre-training (CPT) adapts general LLMs to specialised domains such as medicine. Simply adding more domain tokens quickly stops paying off, because classical scaling laws treat every token as equally useful. This paper proposes a perplexity-aware data scaling law. The frozen base model runs one forward pass…
WebClipper: Efficient Evolution of Web Agents with Graph-based Trajectory Pruning (2026)
Open-source Deep Research web agents such as Tongyi-DeepResearch and MiroThinker reach high accuracy on complex information-seeking tasks.

Co-authors here

12 of 18 co-authors with a page, the most papers together first.

Venues

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

Updated 1 November 2026