Large Language Models as Data Preprocessors

Large Language Models as Data Preprocessors

30 August 2023

Chuan Xiao

Masafumi Oyamada

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Papers citing "Large Language Models as Data Preprocessors"

17 / 17 papers shown

Autonomous Data Agents: A New Opportunity for Smart Data

Autonomous Data Agents: A New Opportunity for Smart Data

Xiangliang Zhang

Xiangliang Zhang

267

6

0

23 Sep 2025

Empowering Tabular Data Preparation with Language Models: Why and How?

Empowering Tabular Data Preparation with Language Models: Why and How?

162

3

0

03 Aug 2025

Towards Scalable Schema Mapping using Large Language Models

Towards Scalable Schema Mapping using Large Language Models

Christopher Buss

Arash Termehchy

174

7

0

30 May 2025

Large Language Models for Predictive Analysis: How Far Are They?

Large Language Models for Predictive Analysis: How Far Are They?Annual Meeting of the Association for Computational Linguistics (ACL), 2025

320

4

0

22 May 2025

Advancing Software Quality: A Standards-Focused Review of LLM-Based Assurance Techniques

Advancing Software Quality: A Standards-Focused Review of LLM-Based Assurance Techniques

405

5

0

19 May 2025

Foundation Models for Environmental Science: A Survey of Emerging Frontiers

Foundation Models for Environmental Science: A Survey of Emerging Frontiers

630

9

0

05 Apr 2025

Are Large Language Models Good Data Preprocessors?

Are Large Language Models Good Data Preprocessors?The Web Conference (WWW), 2025

Elyas Meguellati

Nardiena A. Pratama

Gianluca Demartini

316

2

0

24 Feb 2025

On LLM-Enhanced Mixed-Type Data Imputation with High-Order Message Passing

On LLM-Enhanced Mixed-Type Data Imputation with High-Order Message PassingProceedings of the VLDB Endowment (PVLDB), 2025

301

14

0

04 Jan 2025

A Survey on Time-Series Distance Measures

A Survey on Time-Series Distance Measures

John Paparrizos

Jens E. d'Hondt

Odysseas Papapetrou

257

3

0

31 Dec 2024

Matchmaker: Self-Improving Large Language Model Programs for Schema
Matching

Matchmaker: Self-Improving Large Language Model Programs for Schema Matching

Mihaela van der Schaar

239

15

0

31 Oct 2024

1 Trillion Token (1TT) Platform: A Novel Framework for Efficient Data
Sharing and Compensation in Large Language Models

1 Trillion Token (1TT) Platform: A Novel Framework for Efficient Data Sharing and Compensation in Large Language Models

Jihoo Kim

Yungi Kim

258

0

0

30 Sep 2024

GLARE: Guided LexRank for Advanced Retrieval in Legal Analysis

GLARE: Guided LexRank for Advanced Retrieval in Legal Analysis

Fabio Gregório

Rui Pedro Lopes

Eduardo Bezerra

167

0

0

10 Sep 2024

Hybrid Querying Over Relational Databases and Large Language Models

Hybrid Querying Over Relational Databases and Large Language Models

Cody T. Reynolds

304

6

0

01 Aug 2024

ReMatch: Retrieval Enhanced Schema Matching with LLMs

ReMatch: Retrieval Enhanced Schema Matching with LLMs

Moshik Mishaeli

433

30

0

03 Mar 2024

Had enough of experts? Quantitative knowledge retrieval from large language models

Had enough of experts? Quantitative knowledge retrieval from large language models

Kai Spriestersbach

Yuichiro Iwashita

Archana Warrier

Sumantrak Mukherjee

Muhammad Nabeel Asim

Sebastian Vollmer

444

2

0

12 Feb 2024

Cost-Effective In-Context Learning for Entity Resolution: A Design Space
Exploration

Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration

Chengliang Chai

262

22

0

07 Dec 2023

Jellyfish: A Large Language Model for Data Preprocessing

Jellyfish: A Large Language Model for Data Preprocessing

Masafumi Oyamada

609

42

0

04 Dec 2023