Ad hoc table retrieval using semantic similarity

S Zhang, K Balog - Proceedings of the 2018 world wide web conference, 2018 - dl.acm.org
We introduce and address the problem of ad hoc table retrieval: answering a keyword query
with a ranked list of tables. This task is not only interesting on its own account, but is also …

Web table retrieval using multimodal deep learning

R Shraga, H Roitman, G Feigenblat… - Proceedings of the 43rd …, 2020 - dl.acm.org
We address the web table retrieval task, aiming to retrieve and rank web tables as whole
answers to a given information need. To this end, we formally define web tables as …

AIT-QA: Question answering dataset over complex tables in the airline industry

Y Katsis, S Chemmengath, V Kumar… - arXiv preprint arXiv …, 2021 - arxiv.org
Recent advances in transformers have enabled Table Question Answering (Table QA)
systems to achieve high accuracy and SOTA results on open domain datasets like …

Convtab: A context-preserving, convolutional model for ad-hoc table retrieval

V Agarwal, A Bhardwaj, P Rosso… - … conference on big …, 2021 - ieeexplore.ieee.org
Ad-hoc table retrieval, also known as table search, is the problem of finding tables relevant
to a search query. This search query can be a keyword or a table itself, referred to as …

Tabsim: A siamese neural network for accurate estimation of table similarity

M Habibi, J Starlinger, U Leser - 2020 ieee international …, 2020 - ieeexplore.ieee.org
Tables are a popular and efficient means of presenting structured information. They are
used extensively in various kinds of documents including web pages. Tables display …

Report on the DATA: SEARCH'18 workshop-Searching Data on the Web

L Koesten, P Mayr, P Groth, E Simperl, M De Rijke - Acm sigir forum, 2019 - dl.acm.org
The increasing availability of structured data on the web makes searching for data an
important and timely topic. This report presents the motivation, output, and research …

Open Government Data Corpus for Table Search

M Glass, S Bagchi, O Hassanzadeh… - arXiv preprint arXiv …, 2023 - arxiv.org
Increasing amounts of structured data can provide value for research and business if the
relevant data can be located. Often the data is in a data lake without a consistent schema …

[PDF][PDF] Challenges and Progress in Dataset Search

Z Chen - zhiyuchen.com
A lot of people nowadays rely on datasets for their work: data journalists need datasets to tell
a good story, researchers use datasets for their research experiments. With increasing …

Table Search, Generation and Completion

S Zhang - 2019 - uis.brage.unit.no
Tables are one of those “universal tools” that are practical and useful in many application
scenarios. Tables can be used to collect and organize information from multiple sources and …