Results 1 to 10 of about 40,272 (152)
Reddit entity linking dataset [PDF]
Information Processing and Management, 2021 20 pages and 4 ...
Nicholas Botzer, Tim Weninger
exaly +3 more sources
A data-centric way to improve entity linking in knowledge-based question answering [PDF]
PeerJ Computer Science, 2023 Entity linking in knowledge-based question answering (KBQA) is intended to construct a mapping relation between a mention in a natural language question and an entity in the knowledge base. Most research in entity linking focuses on long text, but entity
Shuo Liu +4 more
doaj +3 more sources
A practical and nuanced framework for entity linking evaluation [PDF]
Journal of Biomedical SemanticsBackground Entity linking maps textual mentions with entities in vocabularies. While accuracy is the primary metric for entity linking evaluation, it fails to capture the complexity of model behaviour.
Fuqi Xu, Goran Nenadic, Robert Stevens
doaj +2 more sources
Design Challenges for Entity Linking [PDF]
Transactions of the Association for Computational Linguistics, 2021 Recent research on entity linking (EL) has introduced a plethora of promising techniques, ranging from deep neural networks to joint inference. But despite numerous papers there is surprisingly little understanding of the state of the art in EL. We attack this confusion by analyzing differences between several versions of the EL problem and presenting
Xiao Ling, Sameer Singh, Daniel S. Weld
doaj +3 more sources
Multimodal Entity Linking for Tweets [PDF]
Advances in Information Retrieval, 2020 In many information extraction applications, entity linking (EL) has emerged as a crucial task that allows leveraging information about named entities from a knowledge base. In this paper, we address the task of multimodal entity linking (MEL), an emerging research field in which textual and visual information is used to map an ambiguous mention to an ...
Adjali O +4 more
europepmc +5 more sources
Multilingual Autoregressive Entity Linking
Transactions of the Association for Computational Linguistics, 2022 Abstract We present mGENRE, a sequence-to- sequence system for the Multilingual Entity Linking (MEL) problem—the task of resolving language-specific mentions to a multilingual Knowledge Base (KB). For a mention in a given language, mGENRE predicts the name of the target entity left-to-right, token-by-token in an autoregressive fashion ...
Nicola De Cao +9 more
doaj +6 more sources
Entity linking for biomedical literature. [PDF]
BMC Med Inform Decis Mak, 2015 The Entity Linking (EL) task links entity mentions from an unstructured document to entities in a knowledge base. Although this problem is well-studied in news and social media, this problem has not received much attention in the life science domain.
Zheng JG +6 more
europepmc +6 more sources
An Efficient Method for Biomedical Entity Linking Based on Inter- and Intra-Entity Attention
Applied Sciences (Switzerland), 2022 Biomedical entity linking is an important research problem for many downstream tasks, such as biomedical intelligent question answering, information retrieval, and information extraction.
Turdi Tohti, Hamdulla Askar
exaly +3 more sources
PPR-SSM: personalized PageRank and semantic similarity measures for entity linking [PDF]
BMC Bioinformatics, 2019 Background Biomedical literature concerns a wide range of concepts, requiring controlled vocabularies to maintain a consistent terminology across different research groups.
Andre Lamurias +2 more
doaj +2 more sources
Candidate Set Expansion for Entity and Relation Linking Based on Mutual Entity–Relation Interaction
Big Data and Cognitive Computing, 2023 Entity and relation linking are the core tasks in knowledge base question answering (KBQA). They connect natural language questions with triples in the knowledge base.
Zhang Botao, Jinguang Gu, Xu Fangfang
exaly +3 more sources