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08/07/2023
Generative Benchmark Creation for Table Union Search
Data management has traditionally relied on synthetic data generators to...
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08/03/2023
LOUC: Leave-One-Out-Calibration Measure for Analyzing Human Matcher Performance
Schema matching is a core data integration task, focusing on identifying...
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06/23/2023
Product Information Extraction using ChatGPT
Structured product data in the form of attribute/value pairs is the foun...
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04/17/2023
DIALITE: Discover, Align and Integrate Open Data Tables
We demonstrate a novel table discovery pipeline called DIALITE that allo...
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03/06/2023
SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines
The goal of entity resolution is to identify records in multiple dataset...
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01/30/2023
Explaining Dataset Changes for Semantic Data Versioning with Explain-Da-V (Technical Report)
In multi-user environments in which data science and analysis is collabo...
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09/27/2022
SANTOS: Relationship-based Semantic Table Union Search
Existing techniques for unionable table search define unionability using...
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08/23/2022
FlexER: Flexible Entity Resolution for Multiple Intents
Entity resolution, a longstanding problem of data cleaning and integrati...
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05/06/2022
HumanAL: Calibrating Human Matching Beyond a Single Task
This work offers a novel view on the use of human input as labels, ackno...
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04/27/2022
Human's Role in-the-Loop
Data integration has been recently challenged by the need to handle larg...
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04/26/2022
From Limited Annotated Raw Material Data to Quality Production Data: A Case Study in the Milk Industry (Technical Report)
Industry 4.0 offers opportunities to combine multiple sensor data source...
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09/15/2021
PoWareMatch: a Quality-aware Deep Learning Approach to Improve Human Schema Matching
Schema matching is a core task of any data integration process. Being in...
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02/18/2021
OSOUM Framework for Trading Data Research
In the last decades, data have become a cornerstone component in many bu...
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12/03/2020
Mapping Patterns for Virtual Knowledge Graphs
Virtual Knowledge Graphs (VKG) constitute one of the most promising para...
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12/02/2020