Bengali Text generation Using Bi-directional RNN

被引:0
|
作者
Abujar, Sheikh [1 ]
Masum, Abu Kaisar Mohammad [1 ]
Chowdhury, S. M. Mazharul Hoque [1 ]
Hasan, Mahmudul [2 ]
Hossain, Syed Akhter [1 ]
机构
[1] Daffodil Int Univ, Dept CSE, Dhaka, Bangladesh
[2] Comilla Univ, Dept CSE, Cumilla, Bangladesh
关键词
Bangla language; Bi-directioanl RNN; Corpus; NLP;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Current world is growing so fast and communication between nation and different type of people with different language became part of our life. Even from buying product to our social life everything is dependent on communication. Therefore language is the most important part of human life. Though still now there is a language barrier for communication between people. But very soon language will be universal and everyone will be able to communicate in any language worldwide using the NLP technology. For that it is necessary to understand each language individually. This research proposes a new type of text generation of Bangla language using the bi-directional RNN. This technique is used to predict the next possible word in a Bangla text.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] Unifying Multimodal Transformer for Bi-directional Image and Text Generation
    Huang, Yupan
    Xue, Hongwei
    Liu, Bei
    Lu, Yutong
    [J]. PROCEEDINGS OF THE 29TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, MM 2021, 2021, : 1138 - 1147
  • [2] Bi-directional lstm network speech-to-gesture generation using bi-directional lstm network
    Kaneko, Naoshi
    Takeuchi, Kenta
    Hasegawa, Dai
    Shirakawa, Shinichi
    Sakuta, Hiroshi
    Sumi, Kazuhiko
    [J]. Transactions of the Japanese Society for Artificial Intelligence, 2019, 34 (06):
  • [3] Authorship Attribution on Kannada Text using Bi-Directional LSTM Technique
    Chandrika, C. P.
    Kallimani, Jagadish S.
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (09) : 963 - 971
  • [4] Outpatient blood pressure monitoring using bi-directional text messaging
    Anthony, Chris A.
    Polgreen, Linnea A.
    Chounramany, James
    Foster, Eric D.
    Goerdt, Christopher J.
    Miller, Michelle L.
    Suneja, Manish
    Segre, Alberto M.
    Carter, Barry L.
    Polgreen, Philip M.
    [J]. JOURNAL OF THE AMERICAN SOCIETY OF HYPERTENSION, 2015, 9 (05) : 375 - 381
  • [5] Bi-Directional Human Pose Completion Based on RNN and Attention Mechanism
    Yang, Yuntao
    Nie, Yongwei
    Zhang, Qing
    Li, Ping
    Li, Guiqing
    [J]. Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2022, 34 (11): : 1772 - 1783
  • [6] Bi-Directional Generation for Unsupervised Domain Adaptation
    Yang, Guanglei
    Xia, Haifeng
    Ding, Mingli
    Ding, Zhengming
    [J]. THIRTY-FOURTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THE THIRTY-SECOND INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE AND THE TENTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2020, 34 : 6615 - 6622
  • [7] A novel video compression model based on GPU virtualization with CUDA platform using bi-directional RNN
    Satheesh Kumar N.J.
    Arun C.H.
    [J]. International Journal of Information Technology, 2024, 16 (1) : 457 - 463
  • [8] Multi-Domain Joint Semantic Frame Parsing using Bi-directional RNN-LSTM
    Hakkani-Tur, Dilek
    Tur, Gokhan
    Celikyilmaz, Asli
    Chen, Yun-Nung
    Gao, Jianfeng
    Deng, Li
    Wang, Ye-Yi
    [J]. 17TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2016), VOLS 1-5: UNDERSTANDING SPEECH PROCESSING IN HUMANS AND MACHINES, 2016, : 715 - 719
  • [9] A Bi-directional Bi-Lingual Translation Braille-Text System
    Al-Salman, AbdulMalik S.
    [J]. JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2008, 20 : 13 - 29
  • [10] Extracting Addresses from Unstructured Text using Bi-directional Recurrent Neural Networks
    Srivastava, Shivin
    [J]. 2018 18TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW), 2018, : 1511 - 1513