data integration

Empowering Tabular Data Preparation with Language Models: Why and How? ACL 2026 Declarative Techniques for NL Queries over Heterogeneous Data EMNLP 2025 LLM4VKG: Leveraging Large Language Models for Virtual Knowledge Graph Construction IJCAI 2025 Using Machine Learning to Improve Research in the Agriculture Industry AAAI 2025 Pre-trained Language Models for Entity Blocking: A Reproducibility Study NAACL 2024 The DBpedia Databus Tutorial: Increase the Visibility and Usability of Your Data COLING 2024 Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis NeurIPS 2024 Learning and Reasoning Multifaceted and Longitudinal Data for Poverty Estimates and Livelihood Capabilities of Lagged Regions in Rural India IJCAI 2023 MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields EMNLP 2023 Soft Target-Enhanced Matching Framework for Deep Entity Matching AAAI 2023 A Variational Information Bottleneck Approach to Multi-Omics Data Integration AISTATS 2021 Business Entity Matching with Siamese Graph Convolutional Networks AAAI 2021 Data Integration for Toxic Comment Classification: Making More Than 40 Datasets Easily Accessible in One Unified Format ACL 2021 Integrated Principal Components Analysis JMLR 2021 The GlobalWordNet Formats: Updates for 2020 EACL 2021 GraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks AAAI 2020 NLP Scholar: An Interactive Visual Explorer for Natural Language Processing Literature ACL 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 Improving Data Management using Domain Knowledge IJCAI 2018 Machine Learning and Constraint Programming for Relational-To-Ontology Schema Mapping IJCAI 2018 Ontology-Based Data Access: A Survey 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