Ad hoc table retrieval using semantic similarity
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 …
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
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 …
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 …
systems to achieve high accuracy and SOTA results on open domain datasets like …
Convtab: A context-preserving, convolutional model for ad-hoc table retrieval
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 …
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
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 …
used extensively in various kinds of documents including web pages. Tables display …
Report on the DATA: SEARCH'18 workshop-Searching Data on the Web
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 …
important and timely topic. This report presents the motivation, output, and research …
Open Government Data Corpus for Table Search
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 …
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 …
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 …
scenarios. Tables can be used to collect and organize information from multiple sources and …