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data integration

26 papers

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Co-occurring keywords

entity resolution (76) entity matching (27) text classification (6776) data fusion (31) query answering (70) schema mapping (4) classification (39) domain adaptation (4578) transfer learning (5442) variational inference (2069)

Papers

Declarative Techniques for NL Queries over Heterogeneous Data EMNLP 2025
Using Machine Learning to Improve Research in the Agriculture Industry AAAI 2025
The DBpedia Databus Tutorial: Increase the Visibility and Usability of Your Data COLING 2024
Pre-trained Language Models for Entity Blocking: A Reproducibility Study NAACL 2024
Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis NIPS 2024
MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields EMNLP 2023
Learning and Reasoning Multifaceted and Longitudinal Data for Poverty Estimates and Livelihood Capabilities of Lagged Regions in Rural India IJCAI 2023
Soft Target-Enhanced Matching Framework for Deep Entity Matching AAAI 2023
Data Integration for Toxic Comment Classification: Making More Than 40 Datasets Easily Accessible in One Unified Format ACL 2021
The GlobalWordNet Formats: Updates for 2020 EACL 2021
Integrated Principal Components Analysis JMLR 2021
Data Integration for Toxic Comment Classification: Making More Than 40 Datasets Easily Accessible in One Unified Format IJCNLP 2021
A Variational Information Bottleneck Approach to Multi-Omics Data Integration AISTATS 2021
Business Entity Matching with Siamese Graph Convolutional Networks AAAI 2021
NLP Scholar: An Interactive Visual Explorer for Natural Language Processing Literature ACL 2020
GraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks AAAI 2020
Multi-View Learning from Disparate Sources for Poverty Mapping AAAI 2019
Reasoning about Disclosure in Data Integration in the Presence of Source Constraints IJCAI 2019
Ontology-Based Data Access: A Survey IJCAI 2018
Machine Learning and Constraint Programming for Relational-To-Ontology Schema Mapping IJCAI 2018
Improving Data Management using Domain Knowledge IJCAI 2018
Bayesian Hybrid Matrix Factorisation for Data Integration AISTATS 2017
Fused Lasso Approach in Regression Coefficients Clustering -- Learning Parameter Heterogeneity in Data Integration JMLR 2016
Statistical Matching of Discrete Data by Bayesian Networks PGM 2016
Multitask Learning without Label Correspondences NIPS 2010