A Global Ant Colony Algorithm for Word Sense Disambiguation Based on Semantic Relatedness

被引:0
|
作者
Schwab, Didier [1 ]
Guillaume, Nathan [1 ]
机构
[1] Univ Grenoble, LIG GETALP Lab Informat Grenoble Study Grp Machin, Grenoble, France
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Brute-force WSD algorithms based on semantic relatedness are really time consuming. We study how to perform faster and better WSD. We focus here on an ant colony algorithm and evaluate it to exhibit some of its characteristics.
引用
收藏
页码:257 / 264
页数:8
相关论文
共 50 条
  • [41] Unsupervised graph-based word sense disambiguation using measures of word semantic similarity
    Sinha, Ravi
    Mihalcea, Rada
    ICSC 2007: INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING, PROCEEDINGS, 2007, : 363 - +
  • [42] Structural semantic interconnections: A knowledge-based approach to word sense disambiguation
    Navigli, R
    Velardi, P
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2005, 27 (07) : 1075 - 1086
  • [43] Graph Based Word Sense Disambiguation
    Koppula, Neeraja
    Rani, B. Padmaja
    Rao, Koppula Srinivas
    PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND INFORMATICS, ICCII 2016, 2017, 507 : 665 - 670
  • [44] WordNet Based Word Sense Disambiguation
    Sieminski, Andrzej
    COMPUTATIONAL COLLECTIVE INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS, PT II: THIRD INTERNATIONAL CONFERENCE, ICCCI 2011, 2011, 6923 : 405 - 414
  • [45] Correlation Based Word Sense Disambiguation
    Agarwal, Madhavi
    Bajpai, Jyoti
    2014 SEVENTH INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING (IC3), 2014, : 382 - 386
  • [46] A CORRESPONDENCE REPAIR ALGORITHM BASED ON WORD SENSE DISAMBIGUATION AND UPPER ONTOLOGIES
    Locoro, Angela
    Mascardi, Viviana
    KEOD 2009: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON KNOWLEDGE ENGINEERING AND ONTOLOGY DEVELOPMENT, 2009, : 239 - +
  • [47] IMPROVING WORD SENSE DISAMBIGUATION WITH AUTOMATICALLY RETRIEVED SEMANTIC KNOWLEDGE
    Dligach, Dmitriy
    Palmer, Martha
    INTERNATIONAL JOURNAL OF SEMANTIC COMPUTING, 2008, 2 (03) : 365 - 380
  • [48] Semantic distances for sets of senses and applications in word sense disambiguation
    Mavroeidis, D
    Tsatsaronis, G
    Vazirgiannis, M
    KNOWLEDGE MINING, 2005, 185 : 93 - 107
  • [49] Word sense disambiguation and human intuition for semantic classification on homonyms
    Kim, Dong-Sung
    Choe, Jae-Woong
    PACLIC 20 - Proceedings of the 20th Pacific Asia Conference on Language, Information and Computation, 2006, : 438 - 440
  • [50] A Method for Word Sense Disambiguation Combining Contextual Semantic Features
    Wen, Liang
    Li, Juan
    Jin, Yaohong
    Lu, Yongjie
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON ASIAN LANGUAGE PROCESSING (IALP), 2016, : 283 - 287