Web table extraction, retrieval, and augmentation: A survey

S Zhang, K Balog - ACM Transactions on Intelligent Systems and …, 2020 - dl.acm.org
Tables are powerful and popular tools for organizing and manipulating data. A vast number
of tables can be found on the Web, which represent a valuable knowledge resource. The …

[HTML][HTML] Dataset search: a survey

A Chapman, E Simperl, L Koesten, G Konstantinidis… - The VLDB Journal, 2020 - Springer
Generating value from data requires the ability to find, access and make sense of datasets.
There are many efforts underway to encourage data sharing and reuse, from scientific …

Ten years of webtables

M Cafarella, A Halevy, H Lee, J Madhavan… - Proceedings of the …, 2018 - dl.acm.org
In 2008, we wrote about WebTables, an effort to exploit the large and diverse set of
structured databases casually published online in the form of HTML tables. The past decade …

Novel entity discovery from web tables

S Zhang, E Meij, K Balog, R Reinanda - Proceedings of The Web …, 2020 - dl.acm.org
When working with any sort of knowledge base (KB) one has to make sure it is as complete
and also as up-to-date as possible. Both tasks are non-trivial as they require recall-oriented …

Tabvec: Table vectors for classification of web tables

M Ghasemi-Gol, P Szekely - arXiv preprint arXiv:1802.06290, 2018 - arxiv.org
There are hundreds of millions of tables in Web pages that contain useful information for
many applications. Leveraging data within these tables is difficult because of the wide …

Smart contracts for multiagent plan execution in untrusted cyber-physical systems

A Shukla, SK Mohalik… - 2018 IEEE 25th …, 2018 - ieeexplore.ieee.org
Intelligent Cyber-physical systems can be modeled as multi-agent systems with planning
capability to impart adaptivity for changing contexts. In such multi-agent systems, the …

Generating titles for web tables

B Hancock, H Lee, C Yu - The World Wide Web Conference, 2019 - dl.acm.org
Descriptive titles provide crucial context for interpreting tables that are extracted from web
pages and are a key component of search features such as tabular featured snippets from …

Semantic table retrieval using keyword and table queries

S Zhang, K Balog - ACM Transactions on the Web (TWEB), 2021 - dl.acm.org
Tables on the Web contain a vast amount of knowledge in a structured form. To tap into this
valuable resource, we address the problem of table retrieval: answering an information need …

LinkingPark: An automatic semantic table interpretation system

S Chen, A Karaoglu, C Negreanu, T Ma, JG Yao… - Journal of Web …, 2022 - Elsevier
In this paper, we present LinkingPark, an automatic semantic annotation system for tabular
data to knowledge graph matching. LinkingPark is designed as a modular framework which …

Pre-trained web table embeddings for table discovery

M Günther, M Thiele, J Gonsior, W Lehner - Proceedings of the Fourth …, 2021 - dl.acm.org
Pre-trained word embedding models have become the de-facto standard to model text in
state-of-the-art analysis tools and frameworks. However, while there are massive amounts of …