Entity Matching using Large Language Models

17 October 2023

Papers citing "Entity Matching using Large Language Models"

9 / 9 papers shown

Title
CDE-Mapper: Using Retrieval-Augmented Language Models for Linking Clinical Data Elements to Controlled Vocabularies Komal Gilani Marlo Verket Christof Peters Michel Dumontier Hans-Peter Brunner-La Rocca V. Urovi 35 0 0 07 May 2025
Leveraging Language Models for Automated Patient Record Linkage Mohammad Beheshti Lovedeep Gondara Iris Zachary 29 0 0 21 Apr 2025
Linking Cryptoasset Attribution Tags to Knowledge Graph Entities: An LLM-based Approach Régnier Avice Bernhard Haslhofer Zhidong Li Jianlong Zhou 39 1 0 12 Feb 2025
Generalizable and Scalable Multistage Biomedical Concept Normalization Leveraging Large Language Models Nicholas J. Dobbins 27 2 0 24 May 2024
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration Meihao Fan Xiaoyue Han Ju Fan Chengliang Chai Nan Tang Guoliang Li Xiaoyong Du 27 5 0 07 Dec 2023
Jellyfish: A Large Language Model for Data Preprocessing Haochen Zhang Yuyang Dong Chuan Xiao M. Oyamada 21 26 0 04 Dec 2023
Cost-Efficient Prompt Engineering for Unsupervised Entity Resolution Navapat Nananukul Khanin Sisaengsuwanchai M. Kejriwal 22 5 0 09 Oct 2023
Can Foundation Models Wrangle Your Data? A. Narayan Ines Chami Laurel J. Orr Simran Arora Christopher Ré LMTD AI4CE 176 213 0 20 May 2022
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,311 0 17 Jan 2021