Deep Entity Matching with Pre-Trained Language Models

1 April 2020

Papers citing "Deep Entity Matching with Pre-Trained Language Models"

29 / 29 papers shown

Title
Model Lakes Koyena Pal David Bau Renée J. Miller 63 0 0 24 Feb 2025
Tabular Embeddings for Tables with Bi-Dimensional Hierarchical Metadata and Nesting Gyanendra Shrestha Chutain Jiang Sai Akula Vivek Yannam Anna Pyayt Michael Gubanov LMTD 89 0 0 20 Feb 2025
On the Robustness of Cover Version Identification Models: A Study Using Cover Versions from YouTube Simon Hachmeier Robert Jäschke AAML 38 0 0 03 Jan 2025
Freshness and Informativity Weighted Cognitive Extent and Its Correlation with Cumulative Citation Count Z. Wang Jian Wu 28 0 0 31 Dec 2024
The Design of an LLM-powered Unstructured Analytics System Eric Anderson Jonathan Fritz Austin Lee Bohou Li Mark Lindblad ... Mehul A. Shah Benjamin Sowell Dan Tecuci Vinayak Thapliyal Matt Welsh 49 10 0 31 Dec 2024
KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMs Yongqin Xu Huan Li Ke Chen Lidan Shou 43 2 0 16 Oct 2024
Fine-tuning Large Language Models for Entity Matching Aaron Steiner R. Peeters Christian Bizer LRM 34 5 0 12 Sep 2024
AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language Model Zeyu Zhang Paul Groth Iacer Calixto Sebastian Schelter 31 1 0 06 Sep 2024
SMUTF: Schema Matching Using Generative Tags and Hybrid Features Yu Zhang Mei Di Haozheng Luo Chenwei Xu Richard Tzong-Han Tsai 57 7 0 22 Jan 2024
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
VerifAI: Verified Generative AI Nan Tang Chenyu Yang Ju Fan Lei Cao Yuyu Luo Alon Halevy 11 15 0 06 Jul 2023
CoSiNES: Contrastive Siamese Network for Entity Standardization Jiaqing Yuan Michele Merler M. Choudhury Raju Pavuluri Munindar P. Singh M. Vukovic 18 0 0 05 Jun 2023
AdapterEM: Pre-trained Language Model Adaptation for Generalized Entity Matching using Adapter-tuning John Bosco Mugeni S. Lynden Toshiyuki Amagasa Akiyoshi Matono 12 2 0 30 May 2023
KAER: A Knowledge Augmented Pre-Trained Language Model for Entity Resolution Liri Fang Lan Li Yiren Liu Vetle I. Torvik Bertram Ludäscher 16 5 0 12 Jan 2023
Entity Matching by Pool-based Active Learning Youfang Han Chunping Li 10 2 0 01 Nov 2022
TabLLM: Few-shot Classification of Tabular Data with Large Language Models S. Hegselmann Alejandro Buendia Hunter Lang Monica Agrawal Xiaoyi Jiang David Sontag LMTD 32 209 0 19 Oct 2022
FlexER: Flexible Entity Resolution for Multiple Intents Bar Genossar Roee Shraga Avigdor Gal Technion - Israel Institute of Technology 11 11 0 23 Aug 2022
Block-SCL: Blocking Matters for Supervised Contrastive Learning in Product Matching Mario Almagro David Jiménez-Cabello Diego Ortego Emilio Almazán Eva Martínez 16 3 0 05 Jul 2022
e-CLIP: Large-Scale Vision-Language Representation Learning in E-commerce Wonyoung Shin Jonghun Park Taekang Woo Yongwoo Cho Kwangjin Oh Hwanjun Song VLM 14 16 0 01 Jul 2022
Supervised Contrastive Learning for Product Matching R. Peeters Christian Bizer SSL 10 41 0 04 Feb 2022
Unsupervised Matching of Data and Text N. Ahmadi H. Sand Paolo Papotti 24 19 0 16 Dec 2021
Evaluating Pretrained Transformer Models for Entity Linking in Task-Oriented Dialog Sai Muralidhar Jayanthi Varsha Embar Karthik Raghunathan 15 6 0 15 Dec 2021
KARL-Trans-NER: Knowledge Aware Representation Learning for Named Entity Recognition using Transformers Avi Chawla Nidhi Mulay Vikas Bishnoi Gaurav Dhama ViT 14 2 0 30 Nov 2021
Deep Transfer Learning for Multi-source Entity Linkage via Domain Adaptation Di Jin Bunyamin Sisman Hao Wei Xin Luna Dong Danai Koutra 8 11 0 27 Oct 2021
LEMON: Explainable Entity Matching Nils Barlaug FAtt AAML 10 9 0 01 Oct 2021
Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search Junwen Yang Yeye He S. Chaudhuri AI4TS 11 26 0 25 Jun 2021
Active Deep Learning on Entity Resolution by Risk Sampling Youcef Nafa Qun Chen Zhaoqiang Chen Xingyu Lu Haiyang He Tianyi Duan Zhanhuai Li 8 16 0 23 Dec 2020
Neural Networks for Entity Matching: A Survey Nils Barlaug J. Gulla 20 91 0 21 Oct 2020
Neural Databases James Thorne Majid Yazdani Marzieh Saeidi Fabrizio Silvestri Sebastian Riedel A. Halevy NAI 23 9 0 14 Oct 2020