• DocumentCode
    1909578
  • Title

    A Tentative Study on Language Model Based Solution to Multiple Choice of CET-4

  • Author

    Zhihang Fan ; Muyun Yang ; Tiejun Zhao ; Sheng Li

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol., Harbin, China
  • fYear
    2013
  • fDate
    17-19 Aug. 2013
  • Firstpage
    261
  • Lastpage
    264
  • Abstract
    The paper presents a language model based solution to the test item of Multiple Choice of CET-4. Trained on the web scale English language data, different n-grams are examined under a dynamic programming searching for the best answers. Experimental results indicate that both 4-gram and 5-gram model could generate an average of 81% precision for 16 test items.
  • Keywords
    Internet; dynamic programming; natural language processing; 4-gram model; 5-gram model; CET-4; Web scale English language data; dynamic programming searching; language model based solution; multiple choice test item; n-grams; Computational linguistics; Dynamic programming; Educational institutions; Filling; Mathematical model; Natural language processing; Writing; Multiple Choice of CET-4; N-gram language model; dynamic programmming;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Asian Language Processing (IALP), 2013 International Conference on
  • Conference_Location
    Urumqi
  • Type

    conf

  • DOI
    10.1109/IALP.2013.35
  • Filename
    6646050
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1909578