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An evaluation framework for cross-lingual link discovery

Ling-Xiang Tang, Shlomo Geva, Andrew Trotman, Yue Xu, Kelly Y. Itakura
2014 Information Processing & Management  
This paper presents the evaluation framework for benchmarking algorithms for cross-lingual link discovery evaluated in the context of NTCIR-9.  ...  Prior work has examined the quality of mono-lingual link discovery, but none of these frameworks has examined the quality of cross-lingual link discovery.  ...  Linking from English to Chinese, Japanese, and Korean was appropriate in the context of NTCIR-9 CrossLink, but involves linking from an overrepresented language to others.  ... 
doi:10.1016/j.ipm.2013.07.003 fatcat:27tuyqp4brfjbpfdavjxuzr54q

The Effectiveness of Cross-lingual Link Discovery

Ling-Xiang Tang, Kelly Y. Itakura, Shlomo Geva, Andrew Trotman, Yue Xu
2011 NTCIR Conference on Evaluation of Information Access Technologies  
This paper describes the evaluation in benchmarking the effectiveness of cross-lingual link discovery (CLLD).  ...  Cross-lingual link discovery is a way of automatically finding prospective links between documents in different languages, which is particularly helpful for knowledge discovery of different language domains  ...  cross-lingual link discovery.  ... 
dblp:conf/ntcir/TangIGTX11 fatcat:acoaju4ppbenfnbdnum5saamrm

UKP at CrossLink2: CJK-to-English Subtasks

Jungi Kim, Iryna Gurevych
2013 NTCIR Conference on Evaluation of Information Access Technologies  
This paper describes UKP's participation in the cross-lingual link discovery task at NTCIR-10 (CrossLink2).  ...  The framework consists of anchor selection, anchor ranking, anchor translation, and target discovery sub-modules.  ...  the NTCIR-10 CrossLink2 task, we developed a CJKto-English cross-lingual link discovery system based on our English-to-CJK system.  ... 
dblp:conf/ntcir/KimG13 fatcat:iz52w76hpnbm5iqjfyajuclm7e

KECIR at NTCIR-10 Cross-Lingual Link Discovery Task

Jianxi Zheng, Yu Bai, Cheng Guo, Dongfeng Cai
2013 NTCIR Conference on Evaluation of Information Access Technologies  
This paper presents the methods of KECIR at NTCIR-10 Cross-Lingual Link Discovery Task.  ...  The experiment shows that CrossLink based on the first architecture of system can retrieve higher precision links for an anchor than the second one, and anchors with noisiness will result in lower values  ...  We plan to build a united framework for Cross-lingual Link between Chinese articles and English ones in future.  ... 
dblp:conf/ntcir/ZhengBGC13 fatcat:wxjyjz2el5codd65k522yohnlq

Cross-Lingual Knowledge Discovery: Chinese-to-English Article Linking in Wikipedia [chapter]

Ling-Xiang Tang, Andrew Trotman, Shlomo Geva, Yue Xu
2012 Lecture Notes in Computer Science  
Our experimental results show that the implemented link discovery framework can effectively recommend Chinese-to-English cross-lingual links.  ...  The techniques described here can assist bi-lingual users where a particular topic is not covered in Chinese, is not equally covered in both languages, or is biased in one language; as well as for language  ...  The experimental results show that the implemented link discovery framework can effectively recommend Chinese-to-English cross-lingual links.  ... 
doi:10.1007/978-3-642-35341-3_24 fatcat:emmpnlqvhfa4dh73trkopux6yy

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  
Existing cross-lingual knowledge linking discovery methods heavily depend on the number of existing cross-lingual links. It is a fact that the cross-lingual links in Wikipedia are quite sparse.  ...  It gives a new way for building a knowledge graph across any two languages by utilizing cross-lingual links in Wikipedia.  ...  . http://babelnet.org/ The framework of XLORE2. Figure 2 . 2 An example of cross-lingual knowledge linking. Figure 3 . 3 The framework of cross-lingual knowledge linking.  ... 
doi:10.1162/dint_a_00003 dblp:journals/dint/JinLZHLZ19 fatcat:zdcq2gfyirc2ba4s6scxtytsna

Multi-lingual Entity Discovery and Linking

Avi Sil, Heng Ji, Dan Roth, Silviu-Petru Cucerzan
2018 Proceedings of ACL 2018, Tutorial Abstracts  
The primary goals of this tutorial are to review the framework of cross-lingual EL and motivate it as a broad paradigm for the Information Extraction task.  ...  Also, contrary to the 2014 EL tutorial, we will also focus on Entity Discovery which is an essential component of EL.  ... 
doi:10.18653/v1/p18-5008 dblp:conf/acl/SilJRC18 fatcat:zwhtjcdjnrc6zlcztuvdka2yxq

Overview of TAC-KBP2017 13 Languages Entity Discovery and Linking

Heng Ji, Xiaoman Pan, Boliang Zhang, Joel Nothman, James Mayfield, Paul McNamee, Cash Costello
2017 Text Analysis Conference  
In this paper we give an overview of the Tri-lingual Entity Discovery and Linking (EDL) task at the Knowledge Base Population (KBP) track at TAC2017, and of the Ten Low Resource Language EDL Pilot.  ...  We will summarize several new and effective research directions including multi-lingual common space construction for cross-lingual knowledge transfer, rapid approaches for silver-standard training data  ...  Government is authorized to reproduce and distribute reprints for Government purposes notwithstanding any copyright notation here on.  ... 
dblp:conf/tac/JiPZNMMC17 fatcat:tqmfekzhuzbo5j3egk5h4dkbmm

Overview of the NTCIR-10 Cross-Lingual Link Discovery Task

Ling-Xiang Tang, In-Su Kang, Fuminori Kimura, Yi-Hsun Lee, Andrew Trotman, Shlomo Geva, Yue Xu
2013 NTCIR Conference on Evaluation of Information Access Technologies  
This paper presents an overview of NTCIR-10 Cross-lingual Link Discovery (CrossLink-2) task. For the task, we continued using the evaluation framework developed for the NTCIR-9 CrossLink-1 task.  ...  Overall, recommended links were evaluated at two levels (file-to-file and anchor-to-file); and system performance was evaluated with metrics: LMAP, R-Prec and P@N.  ...  Cross-lingual Linking in Wikipedia The remainder of this paper is organized as follows: First, the new cross-lingual link discovery tasks are defined in Section 2.  ... 
dblp:conf/ntcir/TangKKLTGX13 fatcat:mnkt6i3ntjea5n7wq7euvtwfwa

Overview of the NTCIR-9 Crosslink Task: Cross-lingual Link Discovery

Ling-Xiang Tang, Shlomo Geva, Andrew Trotman, Yue Xu, Kelly Y. Itakura
2011 NTCIR Conference on Evaluation of Information Access Technologies  
This paper presents an overview of NTCIR-9 Cross-lingual Link Discovery (Crosslink) task.  ...  The overview includes: the motivation of cross-lingual link discovery; the Crosslink task definition; the run submission specification; the assessment and evaluation framework; the evaluation metrics;  ...  In this paper, we provide details of the cross-lingual link discovery task definition, the run submission specification, the assessment and evaluation framework, the evaluation metrics and the evaluation  ... 
dblp:conf/ntcir/TangGTXI11 fatcat:vfa7yc4atfb7rcjhr6agsytiku

Simple Yet Effective Methods for Cross-Lingual Link Discovery (CLLD) - KMI @ NTCIR-10 CrossLink-2

Petr Knoth, Drahomira Herrmannova
2013 NTCIR Conference on Evaluation of Information Access Technologies  
Cross-Lingual Link Discovery (CLLD) aims to automatically find links between documents written in different languages.  ...  In the second part of the paper, we provide an in-depth analysis of the nature of the task, the evaluation metrics and the impact of the system components on the overall CLLD performance.  ...  The NTCIR-10: CrossLink-2 task provides an evaluation forum for Cross-Lingual Link Discovery (CLLD) systems.  ... 
dblp:conf/ntcir/KnothH13 fatcat:p4ysm4gccfeqlog5yy2tghk7ba

NLP for Interlinking Multilingual LOD

Tatiana Lesnikova
2013 International Semantic Web Conference  
We also show how a problem of graph matching can be converted into a document matching for discovering cross-lingual mappings across RDF data sets.  ...  To find information about the same resource across different languages, we need to link identical resources together. In this paper we present an instance-based approach for resource interlinking.  ...  Availability of the cross-lingual links is imperative for several neighboring research areas.  ... 
dblp:conf/semweb/Lesnikova13 fatcat:zwbaf6bdijdjzarqhtjp5vldba

DCU at NTCIR-10 Cross-lingual Link Discovery (CrossLink-2) Task

Shu Chen, Gareth J. F. Jones, Noel E. O'Connor
2013 NTCIR Conference on Evaluation of Information Access Technologies  
DCU participated in the English to Chinese (C2E) and Chinese to English (C2E) subtasks of the NTCIR 10 CrossLink-2 Cross-lingual Link Discovery (CLLD) task.  ...  links for each anchor.  ...  This work is funded by the European Commission's Seventh Framework Programme (FP7) as part of the AXES project (ICT-269980).  ... 
dblp:conf/ntcir/ChenJO13 fatcat:kk2sbeklcneyvhzjpw6ync6yaa

NTHU at NTCIR-10 CrossLink-2: An Approach toward Semantic Features

Yu-Lan Liu, Joanne Boisson, Jason S. Chang
2013 NTCIR Conference on Evaluation of Information Access Technologies  
This paper describes the approaches of NTHU in the NTCIR-10 Cross-Lingual Link Discovery task, also named CrossLink-2.  ...  This novel approach to address the word-to-links ambiguity issue shows encouraging result in the CrossLink-2 evaluation.  ...  CrossLink-2 is the Cross-Lingual Link Discovery (CLLD) task held by the NTCIR workshop.  ... 
dblp:conf/ntcir/LiuBC13 fatcat:ro62au3jmrgdpf76hhbe2mople

Cross-lingual web spam classification

András Garzó, Bálint Daróczy, Tamás Kiss, Dávid Siklósi, András A. Benczúr
2013 Proceedings of the 22nd International Conference on World Wide Web - WWW '13 Companion  
To foster further research, we provide labels and precomputed values of term frequencies, content and link based features for both ClueWeb09 and the Portuguese data.  ...  While Web spam training data exists in English, we face an expensive human labeling procedure if we want to filter a Web domain in a different language.  ...  are needed for the cross-lingual task.  ... 
doi:10.1145/2487788.2488139 dblp:conf/www/GarzoDKSB13 fatcat:j4lyxtrhibce5gmxh4jlb7lzti
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