Results 21 to 30 of about 20,627 (210)
Chinese Short Text Entity Disambiguation Based on the Dual-Channel Hybrid Network
IEEE Access, 2020 Entity disambiguation refers to the accurate inference of the real mention of an entity with the same name according to the context. Most existing studies focused on long texts, for short texts, the performance has been unsatisfactory due to sparsity. In
Liting Jiang +4 more
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Named entity extraction and disambiguation [PDF]
Proceedings of the sixth international workshop on Exploiting semantic annotations in information retrieval, 2013 Named entity extraction (NEE) and disambiguation (NED) are two areas of research that are well covered in literature. Typical fields addressing these topics are information retrieval, natural language processing, and semantic web. Although these topics are highly dependent, almost no existing works examine this dependency.
Habib, Mena Badieh, van Keulen, Maurice
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OTNEL: A Distributed Online Deep Learning Semantic Annotation Methodology
Big Data and Cognitive Computing, 2020 Semantic representation of unstructured text is crucial in modern artificial intelligence and information retrieval applications. The semantic information extraction process from an unstructured text fragment to a corresponding representation from a ...
Christos Makris, Michael Angelos Simos
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Context-enhanced concept disambiguation in Wikification
Intelligent Systems with Applications, 2023 Wikification is a method to automatically enrich a text with links to Wikipedia as a knowledge base. One step in Wikification is detecting ambiguous mentions, and one other step is disambiguating those mentions.In this paper, we worked on the mention ...
Mozhgan Saeidi +3 more
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Entity Linking Based on Local Attention Mechanism for Chinese Short Text [PDF]
Jisuanji gongcheng, 2021 Entity linking is an effective method for strengthening semantic understanding and linking knowledge information to the text.However,the accuracy of most existing models in understanding the context is limited by the text length,so entity linking for ...
ZHANG Shengqi, WANG Yuanlong, LI Ru, WANG Xiaoyue, WANG Xiaohui, YAN Zhichao
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Journal of Cheminformatics, 2020 Background Named Entity Linking systems are a powerful aid to the manual curation of digital libraries, which is getting increasingly costly and inefficient due to the information overload.
Pedro Ruas +2 more
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A semantic union model for open domain Chinese knowledge base question answering
Scientific Reports, 2023 In Open-domain Chinese Knowledge Base Question Answering (ODCKBQA), most common simple questions can be answered by a single relational fact in the knowledge base (KB).
Huibin Hao, Xiang-e Sun, Jian Wei
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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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Bayesian Non-Exhaustive Classification A Case Study: Online Name Disambiguation using Temporal Record Streams [PDF]
, 2016 The name entity disambiguation task aims to partition the records of multiple real-life persons so that each partition contains records pertaining to a unique person. Most of the existing solutions for this task operate in a batch mode, where all records
Bunescu R. +8 more
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Name Disambiguation from link data in a collaboration graph using temporal and topological features [PDF]
, 2015 In a social community, multiple persons may share the same name, phone number or some other identifying attributes. This, along with other phenomena, such as name abbreviation, name misspelling, and human error leads to erroneous aggregation of records ...
Hasan, Mohammad Al +2 more
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