Incremental knowledge base construction using DeepDive

C De Sa, A Ratner, C Ré, J Shin, F Wang, S Wu… - The VLDB Journal, 2017 - Springer
Populating a database with information from unstructured sources—also known as
knowledge base construction (KBC)—is a long-standing problem in industry and research …

[HTML][HTML] Incremental knowledge base construction using deepdive

J Shin, S Wu, F Wang, C De Sa… - Proceedings of the …, 2015 - ncbi.nlm.nih.gov
Populating a database with unstructured information is a long-standing problem in industry
and research that encompasses problems of extraction, cleaning, and integration. Recent …

Deepdive: Declarative knowledge base construction

C De Sa, A Ratner, C Ré, J Shin, F Wang, S Wu… - ACM SIGMOD …, 2016 - dl.acm.org
The dark data extraction or knowledge base construction (KBC) problem is to populate a
SQL database with information from unstructured data sources including emails, webpages …

Fonduer: Knowledge base construction from richly formatted data

S Wu, L Hsiao, X Cheng, B Hancock… - Proceedings of the …, 2018 - dl.acm.org
We focus on knowledge base construction (KBC) from richly formatted data. In contrast to
KBC from text or tabular data, KBC from richly formatted data aims to extract relations …

[PDF][PDF] DeepDive: Web-scale Knowledge-base Construction using Statistical Learning and Inference.

F Niu, C Zhang, C Ré, JW Shavlik - VLDS, 2012 - www-cs.stanford.edu
We present an end-to-end (live) demonstration system called DeepDive that performs
knowledge-base construction (KBC) from hundreds of millions of web pages. DeepDive …

[HTML][HTML] Mindtagger: a demonstration of data labeling in knowledge base construction

J Shin, C Ré, M Cafarella - … Conference on Very Large Data Bases, 2015 - ncbi.nlm.nih.gov
End-to-end knowledge base construction systems using statistical inference are enabling
more people to automatically extract high-quality domain-specific information from …

Feature engineering for knowledge base construction

C Ré, AA Sadeghian, Z Shan, J Shin, F Wang… - arXiv preprint arXiv …, 2014 - arxiv.org
Knowledge base construction (KBC) is the process of populating a knowledge base, ie, a
relational database together with inference rules, with information extracted from documents …

DeepDive: Declarative knowledge base construction

C Zhang, C Ré, M Cafarella, C De Sa… - Communications of the …, 2017 - dl.acm.org
The dark data extraction or knowledge base construction (KBC) problem is to populate a
relational database with information from unstructured data sources, such as emails …

ScaLeKB: scalable learning and inference over large knowledge bases

Y Chen, DZ Wang, S Goldberg - The VLDB Journal, 2016 - Springer
Recent years have seen a drastic rise in the construction of web knowledge bases (eg,
Freebase, YAGO, DBPedia). These knowledge bases store structured information about real …

DeepDive: a data management system for automatic knowledge base construction

C Zhang - 2015 - search.proquest.com
Many pressing questions in science are macroscopic: they require scientists to consult
information expressed in a wide range of resources, many of which are not organized in a …