Supervised Contrastive Learning for Product Matching

4 February 2022

Papers citing "Supervised Contrastive Learning for Product Matching"

15 / 15 papers shown

Title
Leveraging large language models for efficient representation learning for entity resolution Xiaowei Xu Bi T. Foua Xingqiao Wang Vivek Gunasekaran John R. Talburt 24 0 0 15 Nov 2024
GraLMatch: Matching Groups of Entities with Graphs and Language Models Fernando De Meer Pardo Claude Lehmann Dennis Gehrig Andrea Nagy Stefano Nicoli Branka Hadji Misheva Martin Braschler Kurt Stockinger 18 0 0 21 Jun 2024
APrompt4EM: Augmented Prompt Tuning for Generalized Entity Matching Yikuan Xia Jiazun Chen Xinchi Li Jun Gao VLM 25 1 0 08 May 2024
End-to-end multi-modal product matching in fashion e-commerce Sándor Tóth Stephen Wilson Alexia Tsoukara Enric Moreu Anton Masalovich Lars Roemheld 19 0 0 18 Mar 2024
Text-Based Product Matching -- Semi-Supervised Clustering Approach Alicja Martinek Szymon Lukasik Amir H. Gandomi 31 0 0 01 Feb 2024
Entity Matching using Large Language Models R. Peeters Christian Bizer 19 11 0 17 Oct 2023
Cost-Efficient Prompt Engineering for Unsupervised Entity Resolution Navapat Nananukul Khanin Sisaengsuwanchai M. Kejriwal 22 5 0 09 Oct 2023
SEED: Domain-Specific Data Curation With Large Language Models Zui Chen Lei Cao Samuel Madden Tim Kraska Zeyuan Shang Ju Fan Nan Tang Zihui Gu Chunwei Liu Michael Cafarella 29 7 0 01 Oct 2023
LEA: Improving Sentence Similarity Robustness to Typos Using Lexical Attention Bias Mario Almagro Emilio Almazán Diego Ortego David Jiménez 21 3 0 06 Jul 2023
Using ChatGPT for Entity Matching R. Peeters Christian Bizer AI4MH 12 25 0 05 May 2023
SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines Alexander Brinkmann Roee Shraga Christian Bizer 14 9 0 06 Mar 2023
WDC Products: A Multi-Dimensional Entity Matching Benchmark R. Peeters Reng Chiz Der Christian Bizer 14 13 0 23 Jan 2023
Block-SCL: Blocking Matters for Supervised Contrastive Learning in Product Matching Mario Almagro David Jiménez-Cabello Diego Ortego Emilio Almazán Eva Martínez 19 3 0 05 Jul 2022
Multilingual Transformers for Product Matching -- Experiments and a New Benchmark in Polish Michal Mo.zd.zonek Anna Wróblewska Sergiy Tkachuk S. Lukasik 38 0 0 31 May 2022
Supervised Contrastive Learning for Detecting Anomalous Driving Behaviours from Multimodal Videos Shehroz S. Khan Ziting Shen Haoying Sun Ax Patel Ali Abedi 15 8 0 09 Sep 2021