Hybrid Appraoch to English-Hindi Name Entity Transliteration

被引:0
|
作者
Mathur, Shruti [1 ]
Saxena, Varun Prakash [1 ]
机构
[1] Govt Women Engn Coll, Dept Comp Engn, Ajmer, India
关键词
Name Entity; Machine Transliteration; Hybrid Approach; Phoneme Identification;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Machine translation (MT) research in Indian languages is still in its infancy. Not much work has been done in proper transliteration of name entities in this domain. In this paper we address this issue. We have used English-Hindi language pair for our experiments and have used a hybrid approach. At first we have processed English words using a rule based approach which extracts individual phonemes from the words and then we have applied statistical approach which converts the English into its equivalent Hindi phoneme and in turn the corresponding Hindi word. Through this approach we have attained 83.40% accuracy.
引用
收藏
页数:5
相关论文
共 50 条
  • [31] Humor Detection in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System
    Khandelwal, Ankush
    Swami, Sahil
    Akthar, Syed S.
    Shrivastava, Manish
    PROCEEDINGS OF THE ELEVENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2018), 2018, : 1203 - 1207
  • [32] Word Alignment in English-Hindi Parallel Corpus Using Recency-Vector Approach: Some Studies
    Chatterjee, Niladri
    Agrawal, Saumya
    COLING/ACL 2006, VOLS 1 AND 2, PROCEEDINGS OF THE CONFERENCE, 2006, : 649 - 656
  • [33] Deep Learning Based Sentiment Analysis in a Code-Mixed English-Hindi and English-Bengali Social Media Corpus
    Jamatia, Anupam
    Swamy, Steve Durairaj
    Gamback, Bjorn
    Das, Amitava
    Debbarma, Swapan
    INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2020, 29 (05)
  • [34] Gender Prediction in English-Hindi Code-Mixed Social Media Content: Corpus and Baseline System
    Khandelwal, Ankush
    Swami, Sahil
    Akhtar, Syed Sarfaraz
    Shrivastava, Manish
    COMPUTACION Y SISTEMAS, 2018, 22 (04): : 1241 - 1247
  • [35] HINDI FILM ENGLISH IS COMING + HYBRID LANGUAGE FROM HINDI FILM JOURNALISTS
    MOHAN, J
    VERBATIM, 1979, 5 (04): : 1 - 3
  • [36] Named Entity Recognition Approaches: A Study applied to English and Hindi Language
    Prasad, Gown
    Fousiya, K. K.
    2015 INTERNATIONAL CONFERENCED ON CIRCUITS, POWER AND COMPUTING TECHNOLOGIES (ICCPCT-2015), 2015,
  • [37] Improvised Transformer Network for NER on Low Resource English-Hindi Code-Mixed Language from Scratch
    Bhowmick, Rajat Subhra
    Ganguli, Isha
    Sil, Jaya
    2020 7TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING & MACHINE INTELLIGENCE (ISCMI 2020), 2020, : 265 - 269
  • [38] A Hybrid Approach for Biomedical Entity Name Recognition
    Gong, Le-Jun
    Yuan, Yi
    Wei, You-Bing
    Sun, Xiao
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS, VOLS 1-4, 2009, : 1748 - 1752
  • [39] A Hybrid Approach For Hindi-English Machine Translation
    Dhariya, Omkar
    Malviya, Shrikant
    Tiwary, Uma Shanker
    2017 31ST INTERNATIONAL CONFERENCE ON INFORMATION NETWORKING (ICOIN), 2017, : 389 - 394
  • [40] Phrase-Based Named Entity Transliteration on Myanmar-English Terminology Dictionary
    Mon, Aye Myat
    Soe, Khin Mar
    PROCEEDINGS OF 2020 23RD CONFERENCE OF THE ORIENTAL COCOSDA INTERNATIONAL COMMITTEE FOR THE CO-ORDINATION AND STANDARDISATION OF SPEECH DATABASES AND ASSESSMENT TECHNIQUES (ORIENTAL-COCOSDA 2020), 2020, : 38 - 43