一作ACL 2026Findings· Findings of ACL
CAST : Achieving Stable LLM -based Text Analysis for Data Analytics
Jinxiang Xie · Zihao Li · Wei He · Rui Ding · Shi Han · Dongmei Zhang
摘要
Text analysis of tabular data relies on two core operations: summarization for corpus-level theme extraction and tagging for row-level labeling. A critical limitation of employing large language models (LLMs) for these tasks is their inability to meet the high standards of output stability demand...