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Titlebook: Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction; 6th China Conference Bing Qin,Zhi Jin,Bo

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發(fā)表于 2025-3-21 17:29:18 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction
副標(biāo)題6th China Conference
編輯Bing Qin,Zhi Jin,Bo An
視頻videohttp://file.papertrans.cn/544/543932/543932.mp4
叢書名稱Communications in Computer and Information Science
圖書封面Titlebook: Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction; 6th China Conference Bing Qin,Zhi Jin,Bo
描述This book constitutes the refereed proceedings of the 6th China Conference on Knowledge Graph and Semantic Computing, CCKS 2021, held in ?Guangzhou, China, in November 2021.?.The 19 revised full papers and 9 short papers presented were carefully reviewed and selected from 170 submissions. The papers are organized in topical sections on ?knowledge extraction: knowledge graph representation and reasoning; knowledge acquisition and knowledge graph construction; linked data, knowledge integration, and knowledge graph storage management; natural language understanding and semantic computing; knowledge graph applications: semantic search, question answering, dialogue, decision support, and recommendation; knowledge graph open resources..
出版日期Conference proceedings 2021
關(guān)鍵詞artificial intelligence; computational linguistics; computer networks; computer systems; data mining; dat
版次1
doihttps://doi.org/10.1007/978-981-16-6471-7
isbn_softcover978-981-16-6470-0
isbn_ebook978-981-16-6471-7Series ISSN 1865-0929 Series E-ISSN 1865-0937
issn_series 1865-0929
copyrightSpringer Nature Singapore Pte Ltd. 2021
The information of publication is updating

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Incorporating Complete Syntactical Knowledge for Spoken Language Understandingively attach a weight on each dependency arc based on dependency types and word contexts, which avoids encoding redundant features. Extensive experimental results show that our model outperforms strong baselines.
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On Robustness and Bias Analysis of?BERT-Based Relation Extractiontness by way of randomizations, adversarial and counterfactual tests, and biases (i.e., selection and semantic). These findings highlight opportunities for future improvements. Our open-sourced testbed . is available in ..
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KA-NER: Knowledge Augmented Named Entity Recognitioncomponents: a knowledge filtering module to filter domain-relevant entities and a knowledge fushion module to bridge the knowledge gap when incorporating knowledge into a NER model. Experimental results show that our model achieves significant improvements against baseline models on different domain datasets.
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發(fā)表于 2025-3-23 02:43:25 | 只看該作者
Conference proceedings 2021hina, in November 2021.?.The 19 revised full papers and 9 short papers presented were carefully reviewed and selected from 170 submissions. The papers are organized in topical sections on ?knowledge extraction: knowledge graph representation and reasoning; knowledge acquisition and knowledge graph c
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Federated Knowledge Graph Embeddings with Heterogeneous Dataork FKE for representation learning of knowledge graphs to deal with the problem of privacy protection and heterogeneous data. Experiments show that the FKE can perform well in typical link prediction, overcome the problem of heterogeneous data and have a significant effect.
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