3 papers
cs.IR2026
STAR: Semantic Table Representation with Header-Aware Clustering and Adaptive Weighted Fusion
Shui-Hsiang Hsu, Tsung-Hsiang Chou, Chen-Jui Yu +1
Table retrieval is the task of retrieving the most relevant tables from large-scale corpora given natural language queries. However, structural and semantic discrepancies between u…
cs.IR2026
CGPT: Cluster-Guided Partial Tables with LLM-Generated Supervision for Table Retrieval
Tsung-Hsiang Chou, Chen-Jui Yu, Shui-Hsiang Hsu +1
General-purpose embedding models have demonstrated strong performance in text retrieval but remain suboptimal for table retrieval, where highly structured content leads to semantic…
cs.CL2024
Learning-From-Mistakes Prompting for Indigenous Language Translation
You-Cheng Liao, Chen-Jui Yu, Chi-Yi Lin +4
Using large language models, this paper presents techniques to improve extremely low-resourced indigenous language translations. Our approaches are grounded in the use of (1) the p…