A SOMAgent for machine translation

被引：1

作者：

Lopez, Vivian F. ^{[1
]}

Alonso, Luis ^{[1
]}

Moreno, Maria N. ^{[1
]}

机构：

[1] Univ Salamanca, Dept Informat & Automat, E-37008 Salamanca, Spain

来源：

EXPERT SYSTEMS WITH APPLICATIONS | 2010年 / 37卷 / 12期

关键词：

Agent; Natural language processing; Semantic; Syntactic; Automatic translator; Kohonen maps;

D O I：

10.1016/j.eswa.2010.05.092

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This work describes a method that uses artificial neural networks, specially a self-organising map (SOM), to determine the correct meaning of a word. By using a distributed architecture, we take advantages of the parallelism in the different levels of the natural language processing system, for modeling a community of conceptually autonomous agents. Every agent has an individual representation of the environment, and they are related through the coordinating effect of communication between agents with partial autonomy. The aim of our linguistic agents is to participate in a society of entities with different skills, and to collaborate in the interpretation of natural language sentences in a prototype of an automatic German-Spanish translator. (C) 2010 Elsevier Ltd. All rights reserved.

引用

页码：7993 / 7996

页数：4

共 50 条

[41] Evaluation of Machine Translation Approaches to Translate English to Bengali
Nahar, Shamsun
Huda, Mohammad Nurul
Nur-E-Arefin, Md.
Rahman, Mohammad Mahbubur
2017 20TH INTERNATIONAL CONFERENCE OF COMPUTER AND INFORMATION TECHNOLOGY (ICCIT), 2017,
[42] Asymmetric hybrid machine translation for languages with scarce resources
Laukaitis, Algirdas
Vasilecas, Olegas
COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING, 2007, 4394 : 397 - +
[43] A proposed model for neural machine translation of Sanskrit into English
Koul N.
Manvi S.S.
International Journal of Information Technology, 2021, 13 (1) : 375 - 381
[44] Augmented Spanish-Persian Neural Machine Translation
Ahmadnia, Benyamin
Aranovich, Raul
ICAART: PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE - VOL 1, 2021, : 482 - 488
[45] Statistical Machine Translation as a Grammar Checker for Persian Language
Ehsan, Nava
Faili, Heshaam
SIXTH INTERNATIONAL MULTI-CONFERENCE ON COMPUTING IN THE GLOBAL INFORMATION TECHNOLOGY (ICCGI 2011), 2011, : 20 - 26
[46] Fast Streaming Translation Using Machine Learning with Transformer
Qiu, Jiabao
Moh, Melody
Moh, Teng-Sheng
ACMSE 2021: PROCEEDINGS OF THE 2021 ACM SOUTHEAST CONFERENCE, 2021, : 9 - 16
[47] A Survey of Machine Translation Techniques and Systems for Indian Languages
Saini, Sandeep
Sahula, Vineet
2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION TECHNOLOGY CICT 2015, 2015, : 676 - 681
[48] Syntax-based reordering for statistical machine translation
Khalilov, Maxim
Fonollosa, Jose A. R.
COMPUTER SPEECH AND LANGUAGE, 2011, 25 (04) : 761 - 788
[49] Learning to refine source representations for neural machine translation
Geng, Xinwei
Wang, Longyue
Wang, Xing
Yang, Mingtao
Feng, Xiaocheng
Qin, Bing
Tu, Zhaopeng
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2022, 13 (08) : 2199 - 2212
[50] Dealing with mixing of English verbs in Hindi for machine translation
Sinha, RMK
ICAI '05: PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS 1 AND 2, 2005, : 773 - 778

← 1 2 3 4 5 →