Search Results for author: Roee Shraga

Found 6 papers, 0 papers with code

HumanAL: Calibrating Human Matching Beyond a Single Task

no code implementations6 May 2022 Roee Shraga

This work offers a novel view on the use of human input as labels, acknowledging that humans may err.

Text Matching

Human's Role in-the-Loop

no code implementations27 Apr 2022 Avigdor Gal, Roee Shraga

Given the availability of data and the improvement of machine learning techniques, this blog discusses the respective roles of humans and machines in achieving cognitive tasks in matching, aiming to determine whether traditional roles of humans and machines are subject to change.

From Limited Annotated Raw Material Data to Quality Production Data: A Case Study in the Milk Industry (Technical Report)

no code implementations26 Apr 2022 Roee Shraga, Gil Katz, Yael Badian, Nitay Calderon, Avigdor Gal

In this paper we propose a design methodology, using active learning to enhance learning capabilities, for building a model of production outcome using a constrained amount of raw material training data.

Active Learning

Mapping Patterns for Virtual Knowledge Graphs

no code implementations3 Dec 2020 Diego Calvanese, Avigdor Gal, Davide Lanti, Marco Montali, Alessandro Mosca, Roee Shraga

Virtual Knowledge Graphs (VKG) constitute one of the most promising paradigms for integrating and accessing legacy data sources.

Knowledge Graphs

Learning to Characterize Matching Experts

no code implementations2 Dec 2020 Roee Shraga, Ofra Amir, Avigdor Gal

Matching is a task at the heart of any data integration process, aimed at identifying correspondences among data elements.

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