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 …

Open domain question answering using early fusion of knowledge bases and text

H Sun, B Dhingra, M Zaheer, K Mazaitis… - arXiv preprint arXiv …, 2018 - arxiv.org
Open Domain Question Answering (QA) is evolving from complex pipelined systems to end-
to-end deep neural networks. Specialized neural models have been developed for …

[PDF][PDF] Towards a definition of knowledge graphs.

L Ehrlinger, W Wöß - SEMANTiCS (Posters, Demos, SuCCESS), 2016 - ceur-ws.org
Recently, the term knowledge graph has been used frequently in research and business,
usually in close association with Semantic Web technologies, linked data, large-scale data …

Information extraction meets the semantic web: a survey

JL Martinez-Rodriguez, A Hogan… - Semantic …, 2020 - content.iospress.com
We provide a comprehensive survey of the research literature that applies Information
Extraction techniques in a Semantic Web setting. Works in the intersection of these two …

An automatic ontology generation framework with an organizational perspective

S Elnagar, V Yoon, MA Thomas - arXiv preprint arXiv:2201.05910, 2022 - arxiv.org
Ontologies have been known for their semantic representation of knowledge. ontologies
cannot automatically evolve to reflect updates that occur in respective domains. To address …

[PDF][PDF] Query-driven on-the-fly knowledge base construction

DB Nguyen, A Abujabal, K Tran, M Theobald… - Proceedings of the …, 2017 - orbilu.uni.lu
Today's openly available knowledge bases, such as DBpedia, Yago, Wikidata or Freebase,
capture billions of facts about the world's entities. However, even the largest among these (i) …

[HTML][HTML] Construction of a fluvial facies knowledge graph and its application in sedimentary facies identification

L Zhang, M Hou, A Chen, H Zhong, JG Ogg… - Geoscience …, 2023 - Elsevier
Lithofacies paleogeography is a data-intensive discipline that involves the interpretation and
compilation of sedimentary facies. Traditional sedimentary facies analysis is a labor …

Highlife: Higher-arity fact harvesting

P Ernst, A Siu, G Weikum - Proceedings of the 2018 World Wide Web …, 2018 - dl.acm.org
Text-based knowledge extraction methods for populating knowledge bases have focused on
binary facts: relationships between two entities. However, in advanced domains such as …

A Chinese ancient book digital humanities research platform to support digital humanities research

CM Chen, C Chang - The Electronic Library, 2019 - emerald.com
Purpose With the rapid development of digital humanities, some digital humanities platforms
have been successfully developed to support digital humanities research for humanists …

Clustering of semantically enriched short texts

M Kozlowski, H Rybinski - Journal of Intelligent Information Systems, 2019 - Springer
The paper is devoted to the issue of clustering small sets of very short texts. Such texts are
often incomplete and highly inconclusive, so establishing a notion of proximity between …