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WDV: A Broad Data Verbalisation Dataset Built from Wikidata WDV:基于维基数据构建的广泛的数据语言化数据集
International Workshop on the Semantic Web Pub Date : 2022-05-05 DOI: 10.48550/arXiv.2205.02627
Gabriel Amaral, Odinaldo Rodrigues, E. Simperl
{"title":"WDV: A Broad Data Verbalisation Dataset Built from Wikidata","authors":"Gabriel Amaral, Odinaldo Rodrigues, E. Simperl","doi":"10.48550/arXiv.2205.02627","DOIUrl":"https://doi.org/10.48550/arXiv.2205.02627","url":null,"abstract":"Data verbalisation is a task of great importance in the current field of natural language processing, as there is great benefit in the transformation of our abundant structured and semi-structured data into human-readable formats. Verbalising Knowledge Graph (KG) data focuses on converting interconnected triple-based claims, formed of subject, predicate, and object, into text. Although KG verbalisation datasets exist for some KGs, there are still gaps in their fitness for use in many scenarios. This is especially true for Wikidata, where available datasets either loosely couple claim sets with textual information or heavily focus on predicates around biographies, cities, and countries. To address these gaps, we propose WDV, a large KG claim verbalisation dataset built from Wikidata, with a tight coupling between triples and text, covering a wide variety of entities and predicates. We also evaluate the quality of our verbalisations through a reusable workflow for measuring human-centred fluency and adequacy scores. Our data and code are openly available in the hopes of furthering research towards KG verbalisation.","PeriodicalId":342971,"journal":{"name":"International Workshop on the Semantic Web","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126648576","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Towards Semantic Interoperability in Historical Research: Documenting Research Data and Knowledge with Synthesis 走向历史研究的语义互操作性:用综合方法记录研究数据和知识
International Workshop on the Semantic Web Pub Date : 2021-07-29 DOI: 10.1007/978-3-030-88361-4_40
P. Fafalios, Konstantina Konsolaki, Lida Charami, K. Petrakis, Manos Paterakis, D. Angelakis, Yannis Tzitzikas, Chrysoula Bekiari, M. Doerr
{"title":"Towards Semantic Interoperability in Historical Research: Documenting Research Data and Knowledge with Synthesis","authors":"P. Fafalios, Konstantina Konsolaki, Lida Charami, K. Petrakis, Manos Paterakis, D. Angelakis, Yannis Tzitzikas, Chrysoula Bekiari, M. Doerr","doi":"10.1007/978-3-030-88361-4_40","DOIUrl":"https://doi.org/10.1007/978-3-030-88361-4_40","url":null,"abstract":"","PeriodicalId":342971,"journal":{"name":"International Workshop on the Semantic Web","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124782797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Learning to Recommend Items to Wikidata Editors 学习向维基数据编辑推荐项目
International Workshop on the Semantic Web Pub Date : 2021-07-13 DOI: 10.1007/978-3-030-88361-4_10
Kholoud Alghamdi, Miaojing Shi, E. Simperl
{"title":"Learning to Recommend Items to Wikidata Editors","authors":"Kholoud Alghamdi, Miaojing Shi, E. Simperl","doi":"10.1007/978-3-030-88361-4_10","DOIUrl":"https://doi.org/10.1007/978-3-030-88361-4_10","url":null,"abstract":"","PeriodicalId":342971,"journal":{"name":"International Workshop on the Semantic Web","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121511628","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Zero-shot Visual Question Answering using Knowledge Graph 零射击视觉问答使用知识图谱
International Workshop on the Semantic Web Pub Date : 2021-07-12 DOI: 10.1007/978-3-030-88361-4_9
Zhuo Chen, Jiaoyan Chen, Yuxia Geng, Jeff Z. Pan, Zonggang Yuan, Huajun Chen
{"title":"Zero-shot Visual Question Answering using Knowledge Graph","authors":"Zhuo Chen, Jiaoyan Chen, Yuxia Geng, Jeff Z. Pan, Zonggang Yuan, Huajun Chen","doi":"10.1007/978-3-030-88361-4_9","DOIUrl":"https://doi.org/10.1007/978-3-030-88361-4_9","url":null,"abstract":"","PeriodicalId":342971,"journal":{"name":"International Workshop on the Semantic Web","volume":"120 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116891108","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 36
EduCOR: An Educational and Career-Oriented Recommendation Ontology EduCOR:一个教育和职业导向的推荐本体
International Workshop on the Semantic Web Pub Date : 2021-07-12 DOI: 10.1007/978-3-030-88361-4_32
Eleni Ilkou, Hasan Abu-Rasheed, M. Tavakoli, Sherzod Hakimov, G'abor Kismih'ok, S. Auer, W. Nejdl
{"title":"EduCOR: An Educational and Career-Oriented Recommendation Ontology","authors":"Eleni Ilkou, Hasan Abu-Rasheed, M. Tavakoli, Sherzod Hakimov, G'abor Kismih'ok, S. Auer, W. Nejdl","doi":"10.1007/978-3-030-88361-4_32","DOIUrl":"https://doi.org/10.1007/978-3-030-88361-4_32","url":null,"abstract":"","PeriodicalId":342971,"journal":{"name":"International Workshop on the Semantic Web","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123129238","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
Improving Inductive Link Prediction Using Hyper-Relational Facts 利用超关系事实改进归纳链接预测
International Workshop on the Semantic Web Pub Date : 2021-07-10 DOI: 10.1007/978-3-030-88361-4_5
Mehdi Ali, M. Berrendorf, Mikhail Galkin, Veronika Thost, Tengfei Ma, Volker Tresp, Jens Lehmann
{"title":"Improving Inductive Link Prediction Using Hyper-Relational Facts","authors":"Mehdi Ali, M. Berrendorf, Mikhail Galkin, Veronika Thost, Tengfei Ma, Volker Tresp, Jens Lehmann","doi":"10.1007/978-3-030-88361-4_5","DOIUrl":"https://doi.org/10.1007/978-3-030-88361-4_5","url":null,"abstract":"","PeriodicalId":342971,"journal":{"name":"International Workshop on the Semantic Web","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129381924","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 17
Rail Topology Ontology: A Rail Infrastructure Base Ontology 铁路拓扑本体:铁路基础设施基础本体
International Workshop on the Semantic Web Pub Date : 2021-07-09 DOI: 10.1007/978-3-030-88361-4_35
Stefan Bischof, Gottfried Schenner
{"title":"Rail Topology Ontology: A Rail Infrastructure Base Ontology","authors":"Stefan Bischof, Gottfried Schenner","doi":"10.1007/978-3-030-88361-4_35","DOIUrl":"https://doi.org/10.1007/978-3-030-88361-4_35","url":null,"abstract":"","PeriodicalId":342971,"journal":{"name":"International Workshop on the Semantic Web","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122146517","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Computing CQ lower-bounds over OWL 2 through approximation to RSA - Extended Abstract 用RSA逼近法计算owl2上的CQ下界
International Workshop on the Semantic Web Pub Date : 2021-07-01 DOI: 10.1007/978-3-030-88361-4_12
Federico Igne, Stefano Germano, Ian Horrocks
{"title":"Computing CQ lower-bounds over OWL 2 through approximation to RSA - Extended Abstract","authors":"Federico Igne, Stefano Germano, Ian Horrocks","doi":"10.1007/978-3-030-88361-4_12","DOIUrl":"https://doi.org/10.1007/978-3-030-88361-4_12","url":null,"abstract":"","PeriodicalId":342971,"journal":{"name":"International Workshop on the Semantic Web","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125866157","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Background Knowledge in Schema Matching: Strategy vs. Data 模式匹配的背景知识:策略与数据
International Workshop on the Semantic Web Pub Date : 2021-06-29 DOI: 10.1007/978-3-030-88361-4_17
Jan Portisch, M. Hladik, Heiko Paulheim
{"title":"Background Knowledge in Schema Matching: Strategy vs. Data","authors":"Jan Portisch, M. Hladik, Heiko Paulheim","doi":"10.1007/978-3-030-88361-4_17","DOIUrl":"https://doi.org/10.1007/978-3-030-88361-4_17","url":null,"abstract":"","PeriodicalId":342971,"journal":{"name":"International Workshop on the Semantic Web","volume":"103 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124602449","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Learning Visual Models Using a Knowledge Graph as a Trainer 使用知识图作为训练器学习可视化模型
International Workshop on the Semantic Web Pub Date : 2021-02-17 DOI: 10.1007/978-3-030-88361-4_21
Sebastian Monka, Lavdim Halilaj, Stefan Schmid, Achim Rettinger
{"title":"Learning Visual Models Using a Knowledge Graph as a Trainer","authors":"Sebastian Monka, Lavdim Halilaj, Stefan Schmid, Achim Rettinger","doi":"10.1007/978-3-030-88361-4_21","DOIUrl":"https://doi.org/10.1007/978-3-030-88361-4_21","url":null,"abstract":"","PeriodicalId":342971,"journal":{"name":"International Workshop on the Semantic Web","volume":"210 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128438733","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 14
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