Machine knowledge: Creation and curation of comprehensive knowledge bases

G Weikum, XL Dong, S Razniewski… - … and Trends® in …, 2021 - nowpublishers.com
Equipping machines with comprehensive knowledge of the world's entities and their
relationships has been a longstanding goal of AI. Over the last decade, large-scale …

[PDF][PDF] Knowledge base population: Successful approaches and challenges

H Ji, R Grishman - Proceedings of the 49th annual meeting of the …, 2011 - aclanthology.org
In this paper we give an overview of the Knowledge Base Population (KBP) track at the 2010
Text Analysis Conference. The main goal of KBP is to promote research in discovering facts …

[PDF][PDF] Overview of the TAC 2010 knowledge base population track

H Ji, R Grishman, HT Dang, K Griffitt… - Third text analysis …, 2010 - blender.cs.illinois.edu
In this paper we give an overview of the Knowledge Base Population (KBP) track at TAC
2011. The main goal of KBP is to promote research in discovering facts about entities and …

Improving information extraction by acquiring external evidence with reinforcement learning

K Narasimhan, A Yala, R Barzilay - arXiv preprint arXiv:1603.07954, 2016 - arxiv.org
Most successful information extraction systems operate with access to a large collection of
documents. In this work, we explore the task of acquiring and incorporating external …

Auto-detect: Data-driven error detection in tables

Z Huang, Y He - Proceedings of the 2018 International Conference on …, 2018 - dl.acm.org
Given a single column of values, existing approaches typically employ regex-like rules to
detect errors by finding anomalous values inconsistent with others. Such techniques make …

Extracting databases from dark data with deepdive

C Zhang, J Shin, C Ré, M Cafarella, F Niu - Proceedings of the 2016 …, 2016 - dl.acm.org
DeepDive is a system for extracting relational databases from dark data: the mass of text,
tables, and images that are widely collected and stored but which cannot be exploited by …

Aspect-oriented sentiment analysis of customer reviews using distant supervision techniques

J Broß - 2013 - refubium.fu-berlin.de
Kundenrezensionen im Internet spielen heutzutage eine wichtige Rolle bei unseren
alltäglichen Kaufentscheidungen. Ebenso sind die unzähligen Produktbewertungen von …

Automated news suggestions for populating wikipedia entity pages

B Fetahu, K Markert, A Anand - … of the 24th ACM International on …, 2015 - dl.acm.org
Wikipedia entity pages are a valuable source of information for direct consumption and for
knowledge-base construction, update and maintenance. Facts in these entity pages are …

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 …

[PDF][PDF] Extending the Coverage of DBpedia Properties using Distant Supervision over Wikipedia.

AP Aprosio, C Giuliano, A Lavelli - NLP-DBPEDIA@ ISWC, 2013 - academia.edu
DBpedia is a Semantic Web project aiming to extract structured data from Wikipedia articles.
Due to the increasing number of resources linked to it, DBpedia plays a central role in the …