Question Classification for Arabic Question Answering Systems

被引:0
|
作者
Al Chalabi, Hani Maluf [1 ]
Ray, Santosh Kumar [1 ]
Shaalan, Khaled [2 ]
机构
[1] Al Khawarizmi Int Coll, Dept Informat Technol, Al Ain, U Arab Emirates
[2] British Univ Dubai, Fac Engn & IT, Dubai, U Arab Emirates
关键词
Arabic Question Answering Systems; Question Classification; Interrogative Particles; Nooj;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Due to very fast growth of information in the last few decades, getting precise information in real time is becoming increasingly difficult. Search engines such as Google and Yahoo are helping in finding the information but the information provided by them are in the form of documents which consumes a lot of time of the user. Question Answering Systems have emerged as a good alternative to search engines where they produce the desired information in a very precise way in the real time. This saves a lot of time for the user. There has been a lot of research in the field of English and some European language Question Answering Systems. However, Arabic Question Answering Systems could not match the pace due to some inherent difficulties with the language itself as well as due to lack of tools available to assist the researchers. Question classification is a very important module of Question Answering Systems. In this paper, we are presenting a method to accurately classify the Arabic questions in order to retrieve precise answers. The proposed method gives promising results.
引用
收藏
页码:310 / 313
页数:4
相关论文
共 50 条
  • [1] Arabic Question Answering Systems: Gap Analysis
    Biltawi, Mariam M.
    Tedmori, Sara
    Awajan, Arafat
    [J]. IEEE ACCESS, 2021, 9 : 63876 - 63904
  • [2] Classification of question answering systems: A survey
    Sandhini, S.
    Binu, R.
    [J]. EMERGING TRENDS IN ENGINEERING, SCIENCE AND TECHNOLOGY FOR SOCIETY, ENERGY AND ENVIRONMENT, 2018, : 779 - 784
  • [3] A survey on question answering systems with classification
    Mishra, Amit
    Jain, Sanjay Kumar
    [J]. JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2016, 28 (03) : 345 - 361
  • [4] An Empirical Comparison of Question Classification Methods for Question Answering Systems
    Cortes, Eduardo Gabriel
    Woloszyn, Vinicius
    Binder, Arne
    Himmelsbach, Tilo
    Barone, Dante
    Moeller, Sebastian
    [J]. PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020), 2020, : 5408 - 5416
  • [5] Corpus-based question classification in question answering systems
    Tomas, David
    [J]. PROCESAMIENTO DEL LENGUAJE NATURAL, 2010, (44): : 155 - 156
  • [6] Arabic community question answering
    Nakov, Preslav
    Marquez, Lluis
    Moschitti, Alessandro
    Mubarak, Hamdy
    [J]. NATURAL LANGUAGE ENGINEERING, 2019, 25 (01) : 5 - 41
  • [7] Neural Arabic Question Answering
    Mozannar, Hussein
    El Hajal, Karl
    Maamary, Elie
    Hajj, Hazem
    [J]. FOURTH ARABIC NATURAL LANGUAGE PROCESSING WORKSHOP (WANLP 2019), 2019, : 108 - 118
  • [8] A Review and Future Perspectives of Arabic Question Answering Systems
    Ray, Santosh K.
    Shaalan, Khaled
    [J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 28 (12) : 3169 - 3190
  • [9] A Hybrid Approach for Question Classification in Persian Automatic Question Answering Systems
    Sherkat, Ehsan
    Farhoodi, Mojgan
    [J]. 2014 4TH INTERNATIONAL CONFERENCE ON COMPUTER AND KNOWLEDGE ENGINEERING (ICCKE), 2014, : 279 - 284
  • [10] Multilingual Question Answering Systems: Question Classification in Spanish based in Learning
    Garcia Cumbreras, Miguel Angel
    Martinez Santiago, Fernando
    Alfonso Urena Lopez, L.
    Montejo Raez, Arturo
    [J]. PROCESAMIENTO DEL LENGUAJE NATURAL, 2005, (34):