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XLORE2: Large-scale Cross-lingual Knowledge Graph Construction and Application

Hailong Jin, Chengjiang Li, Jing Zhang, Lei Hou, Juanzi Li, Peng Zhang
2019 Data Intelligence  
It gives a new way for building a knowledge graph across any two languages by utilizing cross-lingual links in Wikipedia.  ...  The number of cross-lingual links between English instances and Chinese instances is limited. Discovering more cross-lingual links is beneficial to knowledge sharing across different languages; 2).  ...  Automatically discovering cross-lingual links between instances in different languages can largely enrich the cross-lingual knowledge and facilitate knowledge sharing across different languages.  ... 
doi:10.1162/dint_a_00003 dblp:journals/dint/JinLZHLZ19 fatcat:zdcq2gfyirc2ba4s6scxtytsna

Cross-lingual knowledge linking across wiki knowledge bases

Zhichun Wang, Juanzi Li, Zhigang Wang, Jie Tang
2012 Proceedings of the 21st international conference on World Wide Web - WWW '12  
However, one critical issue for Wikipedia is that articles in different language are very unbalanced.  ...  Such a method often results in high precisions, but low recalls. Can we find some language-independent features for mining cross-lingual knowledge links? • Model.  ...  It is also partially supported by THU-NUS Next research center.  ... 
doi:10.1145/2187836.2187899 dblp:conf/www/WangLWT12 fatcat:s6ru5qwb7nfddjvbmgd44ceo5e

Towards Linked Language Data for Digital Humanities [chapter]

Thierry Declerck, Piroska Lendvai, Karlheinz Mörth, Gerhard Budin, Tamás Váradi
2012 Linked Data in Linguistics  
The resulting resource, which we propose to publish in the Linked Open Data (LOD) framework, will explicitly interlink domain knowledge and linguistically enriched language data, which can be used for  ...  motifs in folktale texts.  ...  Acknowledgements The work described in this paper is done in the context of a collaboration between the Academy of Sciences of Budapest and Vienna.  ... 
doi:10.1007/978-3-642-28249-2_11 fatcat:ufbzyhpogvbyhkbie2k4klqc3q

Towards Building a Multilingual Semantic Network: Identifying Interlingual Links in Wikipedia

Bharath Dandala, Rada Mihalcea, Razvan C. Bunescu
2012 Joint Conference on Lexical and Computational Semantics  
Wikipedia is a Web based, freely available multilingual encyclopedia, constructed in a collaborative effort by thousands of contributors.  ...  Wikipedia articles on the same topic in different languages are connected via interlingual (or translational) links.  ...  Acknowledgments This material is based in part upon work supported by the National Science Foundation IIS awards #1018613 and #1018590 and CAREER award #0747340.  ... 
dblp:conf/starsem/DandalaMB12 fatcat:4ycva36tgzerxn2pyvheszox34

EventKG+Click: A Dataset of Language-specific Event-centric User Interaction Traces [article]

Sara Abdollahi, Simon Gottschalk, Elena Demidova
2020 arXiv   pre-print
An increasing need to analyse event-centric cross-lingual information calls for innovative user interaction models that assist users in crossing the language barrier.  ...  However, datasets that reflect user interaction traces in cross-lingual settings required to train and evaluate the user interaction models are mostly missing.  ...  Acknowledgements This work was partially funded by H2020-MSCA-ITN-2018-812997 under "Cleopatra".  ... 
arXiv:2010.12370v1 fatcat:fqc73e6phvckrgkotqscgn5mni

Prix-LM: Pretraining for Multilingual Knowledge Base Construction [article]

Wenxuan Zhou, Fangyu Liu, Ivan Vulić, Nigel Collier, Muhao Chen
2022 arXiv   pre-print
We leverage two types of knowledge, monolingual triples and cross-lingual links, extracted from existing multilingual KBs, and tune a multilingual language encoder XLM-R via a causal language modeling  ...  Experiments on standard entity-related tasks, such as link prediction in multiple languages, cross-lingual entity linking and bilingual lexicon induction, demonstrate its effectiveness, with gains reported  ...  LR-XEL covers three low-resource languages te, lo, and mr 11 where the model needs to associate mentions in those languages to the English Wikipedia pages.  ... 
arXiv:2110.08443v2 fatcat:m3ks6ejqxnh7nmhexqdqcyiqyy

KMI, The Open University at NTCIR-9 CrossLink: Cross-Lingual Link Discovery in Wikipedia Using Explicit Semantic Analysis

Petr Knoth, Lukás Zilka, Zdenek Zdráhal
2011 NTCIR Conference on Evaluation of Information Access Technologies  
Three of the runs are based on exploiting the existing cross-lingual mapping between different versions of Wikipedia articles.  ...  This paper describes the methods used in the submission of Knowledge Media institute (KMI), The Open University to the NTCIR-9 Cross-Lingual Link Discovery (CLLD) task entitled CrossLink.  ...  [Mihalcea and Csomai,2007] and the link detector presented by [Milne and Witten,2008] can be used to identify suitable anchors in text and enrich it with links to Wikipedia by combining multiple approaches  ... 
dblp:conf/ntcir/KnothZZ11 fatcat:hpu46su6wbgtxkjr7d5ogsabjq

A multilingual ontology matcher

Gábor Bella, Fausto Giunchiglia, Ahmed AbuRa'ed, Fiona McNeill
2015 International Semantic Web Conference  
In particular, we propose a vocabulary enrichment method that uses the matcher's output to detect and generate missing items semi-automatically.  ...  Vocabularies developed in this manner can then be reused for other domain-specific natural language understanding tasks. 1 We use the term cross-lingual matching as a specific case of multilingual matching  ...  We also acknowledge the SmartSociety project, funded by the 7th Framework Programme of the European Community.  ... 
dblp:conf/semweb/BellaGAM15 fatcat:rtp2sqjwo5b37nvfjnr6oqhbxa

Multilingual Schema Matching for Wikipedia Infoboxes [article]

Thanh Nguyen, Viviane Moreira, Huong Nguyen, Hoa Nguyen, Juliana Freire
2011 arXiv   pre-print
Recent research has taken advantage of Wikipedia's multilingualism as a resource for cross-language information retrieval and machine translation, as well as proposed techniques for enriching its cross-language  ...  The availability of documents in multiple languages also opens up new opportunities for querying structured Wikipedia content, and in particular, to enable answers that straddle different languages.  ...  Viviane Moreira was partially supported by CAPES-Brazil grant 1192/10-8. This work has been partially funded by the NSF grants IIS-0905385, IIS-0844546, IIS-1142013, CNS-0751152, and IIS-0713637.  ... 
arXiv:1110.6651v1 fatcat:6fuogzmdvjdufhcfzzdlvixnme

Multilingual schema matching for Wikipedia infoboxes

Thanh Nguyen, Viviane Moreira, Huong Nguyen, Hoa Nguyen, Juliana Freire
2011 Proceedings of the VLDB Endowment  
Recent research has taken advantage of Wikipedia's multilingualism as a resource for cross-language information retrieval and machine translation, as well as proposed techniques for enriching its cross-language  ...  The availability of documents in multiple languages also opens up new opportunities for querying structured Wikipedia content, and in particular, to enable answers that straddle different languages.  ...  Viviane Moreira was partially supported by CAPES-Brazil grant 1192/10-8. This work has been partially funded by the NSF grants IIS-0905385, IIS-0844546, IIS-1142013, CNS-0751152, and IIS-0713637.  ... 
doi:10.14778/2078324.2078329 fatcat:eexeqy6rnbcx3lrczjewdzvaeq

Wikipedia-based WSD for multilingual frame annotation

Sara Tonelli, Claudio Giuliano, Kateryna Tymoshenko
2013 Artificial Intelligence  
Our approach shows a high potential in multilingual settings, because it can be applied to languages for which other lexical resources such as WordNet or thesauri are not available.  ...  However, the practical use of such resources is often biased by their limited coverage. Furthermore, they are generally available only for English and few other languages.  ...  The authors perform disambiguation when necessary, and make the resource multilingual by using Wikipedia cross-language links and machine translation techniques.  ... 
doi:10.1016/j.artint.2012.06.002 fatcat:wospb6rptvhlfhyjrlcd43qjju

Light-Weight Cross-Lingual Ontology Matching with LYAM++ [chapter]

Abdel Nasser Tigrine, Zohra Bellahsene, Konstantin Todorov
2015 Lecture Notes in Computer Science  
In this paper, we propose a novel approach to the cross-lingual ontology matching task, relying on the large multilingual semantic network BabelNet as a source of background knowledge to assist the matching  ...  Aligning cross-lingual ontologies is among the current challenging issues in the field of ontology matching.  ...  Acknowledgment This work has been partially supported by the French National Research Agency (ANR) within the DOREMUS Project, under grant number ANR-14-CE24-0020 and the Ministry of Higher Education and  ... 
doi:10.1007/978-3-319-26148-5_36 fatcat:apm5lkfubjcjxeyroew5doushu

What happened in CLEF 2008: Introduction to the Working Notes

Carol Peters
2008 Conference and Labs of the Evaluation Forum  
The objective of the Cross Language Evaluation Forum 1 is to promote research in the field of multilingual system development.  ...  This is done through the organisation of annual evaluation campaigns in which a series of tracks designed to test different aspects of mono-and cross-language information retrieval (IR) are offered.  ...  The track was coordinated by the Evaluation and Language resources Distribution Agency (ELDA), France.  ... 
dblp:conf/clef/Peters08a fatcat:sguzidsq25hincctifanop2sz4

D4.1 Business Pilot Specification

Christian Blaschke, Maria Khvalchik, Artem Revenok, Guilherme Rodrigues, Roser Saurí, Meritxell González, Khalil Ahmed, Eva Theodoridou, Deirdre Lee, Katharine Cooney, Mario Romera, Matthias Orlikowski (+5 others)
2020 Zenodo  
Therefore, our goal is to develop a framework for configurable language transfer pipelines enabled by the capabilities to discover, transform and compose language resources developed within the Prêt-à-LLOD  ...  Multilingual LLOD resources Language transfer of different types of NLP systems or models requires corresponding multilingual resources for each type and transfer strategy.  ...  for the discovery of relevant language resources and linking of resources across data sources.  ... 
doi:10.5281/zenodo.5744866 fatcat:65ghyqyuirdtrfyqsdpzb4p4ju

Overviewing Important Aspects of the Last Twenty Years of Research in Comparable Corpora [chapter]

Serge Sharoff, Reinhard Rapp, Pierre Zweigenbaum
2013 Building and Using Comparable Corpora  
The following three publications replace seed lexica by Wikipedia interlanguage links, which are pointers between wikipedia articles in different languages that relate to the same headword.  ...  The use of inter-wiki links in Wikipedia is a simple example of the growing space of similar texts.  ... 
doi:10.1007/978-3-642-20128-8_1 fatcat:votpvm7donegrao4apmexvjbra
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