Yujie Liu

Exploring Large Language Model-Aided Document Expansion for Sparse Retrieval

2025

Document expansion is a technique designed to mitigate the term mismatch problem by enriching documents with related terms or queries, thereby improving retrieval performance. Notable approaches like doc2query and docT5query utilize sequence-to-sequence transformers or T5 …

Clinlabomics‐Enabled Blending Ensemble Learning for Low‐Cost Pan‐Cancer Detection and Classification Using Routine Clinical Laboratory Data

2025 · Advanced Intelligent Systems

The early detection and accurate diagnosis of cancer is of great significance for cancer patients. Artificial intelligences rapid advancement has boosted clinlabomics, bridging clinical lab data with intelligent systems. Inspired by clinlabomics, a liquid biopsy …