Core techniques of question answering systems over knowledge bases: a survey

D Diefenbach, V Lopez, K Singh, P Maret - Knowledge and Information …, 2018 - Springer
Abstract The Semantic Web contains an enormous amount of information in the form of
knowledge bases (KB). To make this information available, many question answering (QA) …

Large-scale semantic integration of linked data: A survey

M Mountantonakis, Y Tzitzikas - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
A large number of published datasets (or sources) that follow Linked Data principles is
currently available and this number grows rapidly. However, the major target of Linked Data …

A survey on complex knowledge base question answering: Methods, challenges and solutions

Y Lan, G He, J Jiang, J Jiang, WX Zhao… - arxiv preprint arxiv …, 2021 - arxiv.org
Knowledge base question answering (KBQA) aims to answer a question over a knowledge
base (KB). Recently, a large number of studies focus on semantically or syntactically …

Answering natural language questions by subgraph matching over knowledge graphs

S Hu, L Zou, JX Yu, H Wang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
RDF question/answering (Q/A) allows users to ask questions in natural languages over a
knowledge base represented by RDF. To answer a natural language question, the existing …

emrqa: A large corpus for question answering on electronic medical records

A Pampari, P Raghavan, J Liang, J Peng - arxiv preprint arxiv:1809.00732, 2018 - arxiv.org
We propose a novel methodology to generate domain-specific large-scale question
answering (QA) datasets by re-purposing existing annotations for other NLP tasks. We …

The sciqa scientific question answering benchmark for scholarly knowledge

S Auer, DAC Barone, C Bartz, EG Cortes… - Scientific Reports, 2023 - nature.com
Abstract Knowledge graphs have gained increasing popularity in the last decade in science
and technology. However, knowledge graphs are currently relatively simple to moderate …

Survey on challenges of question answering in the semantic web

K Höffner, S Walter, E Marx, R Usbeck… - Semantic …, 2017 - journals.sagepub.com
Semantic Question Answering (SQA) removes two major access requirements to the
Semantic Web: the mastery of a formal query language like SPARQL and knowledge of a …

MEANS: A medical question-answering system combining NLP techniques and semantic Web technologies

AB Abacha, P Zweigenbaum - Information processing & management, 2015 - Elsevier
Abstract The Question Answering (QA) task aims to provide precise and quick answers to
user questions from a collection of documents or a database. This kind of IR system is sorely …

Semantic search on text and knowledge bases

H Bast, B Buchhold, E Haussmann - Foundations and Trends® …, 2016 - nowpublishers.com
This article provides a comprehensive overview of the broad area of semantic search on text
and knowledge bases. In a nutshell, semantic search is “search with meaning”. This …

Natural language question answering over RDF: a graph data driven approach

L Zou, R Huang, H Wang, JX Yu, W He… - Proceedings of the 2014 …, 2014 - dl.acm.org
RDF question/answering (Q/A) allows users to ask questions in natural languages over a
knowledge base represented by RDF. To answer a national language question, the existing …