Results 31 to 40 of about 328,579 (213)
FONDUE: A Framework for Node Disambiguation and Deduplication Using Network Embeddings
Applied Sciences, 2021 Data often have a relational nature that is most easily expressed in a network form, with its main components consisting of nodes that represent real objects and links that signify the relations between these objects. Modeling networks is useful for many
Ahmad Mel +3 more
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Entity Disambiguation on a Tight Labeling Budget
Findings of the Association for Computational Linguistics: EMNLP 2023, 2023 Many real-world NLP applications face the challenge of training an entity disambiguation model for a specific domain with a small labeling budget. In this setting there is often access to a large unlabeled pool of documents. It is then natural to ask the question: which samples should be selected for annotation? In this paper we propose a solution that
Primadhanty, Audi +1 more
openaire +1 more source
DBpedia Spotlight: Shedding Light on the Web of Documents [PDF]
, 2011 Interlinking text documents with Linked Open Data enables the Web of Data to be used as background knowledge within document-oriented applications such as search and faceted browsing. As a step towards interconnecting the Web of Documents with the Web of
Andrés García-Silva +8 more
core +1 more source
SNEToolkit: Spatial named entities disambiguation toolkit
SoftwareX, 2023 “Can you tell me where San Jose is located?” “Uh! Do you know that there are more than 1700 locations named San Jose in the world?” The official name of a location is often not the name with which we are familiar.
Rodrique Kafando +3 more
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EREL: an Entity Recognition and Linking algorithm
Journal of Information and Telecommunication, 2018 This paper introduces the EREL algorithm that integrates Entity Recognition, Co-reference Resolution (CR) and Disambiguation. The algorithm recognizes entity mentions as the longest name based on the name dictionary constructed from the Wikipedia data ...
Cuong Duc Nguyen, Trong Hai Duong
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Named Entity Disambiguation for Maritime-related Data Retrieved from Heterogenous Sources [PDF]
TransNav, 2016 The article concerns integration and disambiguation of data related to the maritime domain. A developed system is described, which collects and merges data about several maritime-related entities (vessels, vessel types, ports, companies etc.) retrieved ...
Jacek Malyszko +2 more
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Computationally Efficient Context-Free Named Entity Disambiguation with Wikipedia
Information, 2022 The induction of the semantics of unstructured text corpora is a crucial task for modern natural language processing and artificial intelligence applications.
Michael Angelos Simos, Christos Makris
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Candidate entity generation in lexical semantics [PDF]
PeerJ Computer ScienceCandidate entity generation plays a pivotal role in various Natural Language Processing tasks, particularly in lexical semantics, where identifying and selecting relevant entities is crucial for effective understanding and processing of text.
Madawi Saqer Alotaibi +1 more
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Disambiguation method of name entities embedded in meta-path heterogeneous networks
Journal of Hebei University of Science and Technology, 2020 In order to solve the problem of disambiguation of duplicate authors in large academic databases, a name entity disambiguation model based on meta-path heterogeneous network was proposed.
Jianxia WANG, Yuxuan ZHANG, Yunfeng XU
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ELAD: An Entity Linking Based Affiliation Disambiguation Framework
IEEE Access, 2020 The number of papers has exploded as more and more people and more types of institutions participating in scientific research. At the same time, institution name disambiguation (IND) is getting more sophisticated, which is critical for research ...
Zhou Shao +3 more
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