Discovering Distributional Thesauri Semantic Relations

被引:0
|
作者
Stoykova, Velislava [1 ]
机构
[1] Bulgarian Acad Sci, Inst Bulgarian Language, 52,Shipchensky Proh Str,Bl 17, BU-1113 Sofia, Bulgaria
关键词
Data Mining; Big Data; Hierarchical Categorization;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper(1) presents technique and analysis to discover distributional thesauri relations by using statistical similarity of different word's contexts. The application uses educational electronic text corpus and the Sketch Engine software statistical search to extract and compare word's collocations from the related text corpus. The semantic search used is based on the evaluation and comparison of common keyword's collocations by generation distributional thesauri word's semantic relations and words sketch differences. The results of the related search experiments for British Academic Spoken English corpus are evaluated and presented.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Compounds and Distributional Thesauri
    Ferret, Olivier
    [J]. LREC 2014 - NINTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2014, : 2979 - 2984
  • [2] Discovering verb relations in corpora: Distributional versus non-distributional approaches
    Pazienza, Maria Teresa
    Pennacchiotti, Marco
    Zanzotto, Fabio Massimo
    [J]. ADVANCES IN APPLIED ARTICIAL INTELLIGENCE, PROCEEDINGS, 2006, 4031 : 1042 - 1052
  • [3] Evaluation of Czech Distributional Thesauri
    Rychly, Pavel
    [J]. RASLAN 2019: RECENT ADVANCES IN SLAVONIC NATURAL LANGUAGE PROCESSING, 2019, : 137 - 142
  • [4] Comparing Similarity Measures for Distributional Thesauri
    Padro, Muntsa
    Idiart, Marco
    Villavicencio, Aline
    Ramisch, Carlos
    [J]. LREC 2014 - NINTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2014, : 2964 - 2971
  • [5] Analysing and Discovering Semantic Relations in Scholarly Data
    Di Iorio, Angelo
    Nuzzolese, Andrea Giovanni
    Peroni, Silvio
    Poggi, Francesco
    Vitali, Fabio
    Ciancarini, Paolo
    [J]. DIGITAL LIBRARIES AND ARCHIVES, IRCDL 2017, 2017, 733 : 3 - 19
  • [6] Thesauri and Semantic Web: Discussion of the Evolution of Thesauri Toward Their Integration With the Semantic Web
    Mercedes Martinez-Gonzalez, M.
    Alvite-Diez, Maria-Luisa
    [J]. IEEE ACCESS, 2019, 7 : 153151 - 153170
  • [7] Discovering Missing Semantic Relations between Entities in Wikipedia
    Xu, Mengling
    Wang, Zhichun
    Bie, Rongfang
    Li, Juanzi
    Zheng, Chen
    Ke, Wantian
    Zhou, Mingquan
    [J]. SEMANTIC WEB - ISWC 2013, PART I, 2013, 8218 : 673 - 686
  • [8] Distributional Thesauri for Information Retrieval and vice versa
    Claveau, Vincent
    Kijak, Ewa
    [J]. LREC 2016 - TENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2016, : 3709 - 3716
  • [9] CRISs, Thesauri and the Semantic Web
    Matthews, Brian
    Miles, Alistair
    Wilson, Michael
    [J]. PUTTING THE SPARKLE IN THE KNOWLEDGE SOCIETY, 2004, : 113 - 124
  • [10] Classification of composite semantic relations by a distributional-relational model
    Barzegar, Siamak
    Davis, Brian
    Handschuh, Siegfried
    Freitas, Andre
    [J]. DATA & KNOWLEDGE ENGINEERING, 2018, 117 : 319 - 335