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20242026
most citedDocument Parsing Unveiled: Techniques, Challenges, and Prospects for Structured Information Extraction

4 citations · 4 across the 9 of their papers we have counts for

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cs.DB2026

Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs

Wei Zhou, Jun Zhou, Haoyu Wang +16

Data preparation aims to denoise raw datasets, uncover cross-dataset relationships, and extract valuable insights from them, which is essential for a wide range of data-centric app…

cs.DB2025

A Survey of LLM DATA

Xuanhe Zhou, Junxuan He, Wei Zhou +14

The integration of large language model (LLM) and data management (DATA) is rapidly redefining both domains. In this survey, we comprehensively review the bidirectional relationshi…