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
来源：
HIGHLIGHTS IN PRACTICAL APPLICATIONS OF AGENTS AND MULTIAGENT SYSTEMS | 2011年 / 89卷
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
下载
收藏
页码：257 / 264
页数：8
相关论文
共 50 条
  • [1] Word sense disambiguation using semantic relatedness measurement
    YANG Che-Yu (Department of Computer Science and Information Engineering
    Journal of Zhejiang University-Science A(Applied Physics & Engineering), 2006, (10) : 1609 - 1625
  • [2] Word sense disambiguation using semantic relatedness measurement
    Yang C.-Y.
    Journal of Zhejiang University-SCIENCE A, 2006, 7 (10): : 1609 - 1625
  • [3] Using measures of semantic relatedness for word sense disambiguation
    Patwardhan, S
    Banerjee, S
    Pedersen, T
    COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING, PROCEEDINGS, 2003, 2588 : 241 - 257
  • [4] Semantic relatedness maximisation for word sense disambiguation using a hybrid firefly algorithm
    Hamad, Aws Hamed
    Mahmood, Ali Abdulkareem
    Abed, Saad Adnan
    Ying, Xu
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 41 (06) : 7047 - 7061
  • [5] Hindi Word Sense Disambiguation Using Semantic Relatedness Measure
    Singh, Satyendr
    Singh, Vivek Kumar
    Siddiqui, Tanveer J.
    MULTI-DISCIPLINARY TRENDS IN ARTIFICIAL INTELLIGENCE, 2013, 8271 : 247 - 256
  • [6] Combination of Semantic Relatedness with Supervised Method for Word Sense Disambiguation
    Zhou, Qiaoli
    Meng, Yuguang
    PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON ASIAN LANGUAGE PROCESSING (IALP), 2019, : 142 - 147
  • [7] Using Semantic Relatedness and Word Sense Disambiguation for (CL)IR
    Agirre, Eneko
    Otegi, Arantxa
    Zaragoza, Hugo
    MULTILINGUAL INFORMATION ACCESS EVALUATION I: TEXT RETRIEVAL EXPERIMENTS, 2010, 6241 : 166 - 173
  • [8] Ant colony algorithm for Arabic word sense disambiguation through English lexical information
    Bakhouche, Abdelaali
    Yamina, Tlili
    Schwab, Didier
    Tchechmedjiev, Andon
    International Journal of Metadata, Semantics and Ontologies, 2015, 10 (03) : 202 - 211
  • [9] A hybrid genetic-ant colony optimization algorithm for the word sense disambiguation problem
    Alsaeedan, Wojdan
    Menai, Mohamed El Bachir
    Al-Ahmadi, Saad
    INFORMATION SCIENCES, 2017, 417 : 20 - 38
  • [10] A word sense disambiguation algorithm for the simple semantic units based on semantic relevancy
    Liu, Y. (Liuyt_liuyt@126.com), 1600, Binary Information Press (10):
12345