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    <div class="moz-cite-prefix">On 12/17/2013 2:58 AM, Laatar Rim
      wrote:<br>
    </div>
    <blockquote
      cite="mid:1387277889.14584.YahooMailNeo@web173202.mail.ir2.yahoo.com"
      type="cite">
      <div style="color:#000; background-color:#fff; font-family:times
        new roman, new york, times, serif;font-size:12pt">
        <div><span>Dear Andreas , </span></div>
        <div style="color: rgb(0, 0, 0); font-size: 16px; font-family:
          times new roman,new york,times,serif; background-color:
          transparent; font-style: normal;"><span><br>
          </span></div>
        <div style="color: rgb(0, 0, 0); font-size: 16px; font-family:
          times new roman,new york,times,serif; background-color:
          transparent; font-style: normal;"><span>First , sorry to
            disturb you by my stupid questions , but i  still have an
            ambiguous about class based model and i will be very
            grateful if you can help me.</span></div>
        <div style="color: rgb(0, 0, 0); font-size: 16px; font-family:
          times new roman,new york,times,serif; background-color:
          transparent; font-style: normal;"><span><br>
          </span></div>
        <div style="color: rgb(0, 0, 0); font-size: 16px; font-family:
          times new roman,new york,times,serif; background-color:
          transparent; font-style: normal;"><span>There are my
            questions: <br>
          </span></div>
        <div style="color: rgb(0, 0, 0); font-size: 16px; font-family:
          times new roman,new york,times,serif; background-color:
          transparent; font-style: normal;"><br>
          <span class="" id="yiv1723759613result_box" lang="en"><span
              class=""
              id="yiv1723759613yui_3_13_0_ym1_6_1387016389119_39">1- The
              file : class format ( class p word1 word2 ...) , it
              supports only a simple words or it can support word such
              as  :   <br clear="none">
              good-morning , thank-you ...<br clear="none">
            </span></span></div>
      </div>
    </blockquote>
    <br>
    The expansion of a class can be one or more words, e.g.,<br>
    <br>
    CITY    0.123        New York<br>
    <br>
    <blockquote
      cite="mid:1387277889.14584.YahooMailNeo@web173202.mail.ir2.yahoo.com"
      type="cite">
      <div style="color:#000; background-color:#fff; font-family:times
        new roman, new york, times, serif;font-size:12pt">
        <div style="color: rgb(0, 0, 0); font-size: 16px; font-family:
          times new roman,new york,times,serif; background-color:
          transparent; font-style: normal;"><span class=""
            id="yiv1723759613result_box" lang="en"><span class=""
              id="yiv1723759613yui_3_13_0_ym1_6_1387016389119_39"><br
                clear="none">
              2-Yhe class model can have a mixte of word and class
              definition ?<br clear="none">
            </span></span></div>
      </div>
    </blockquote>
    <br>
    Yes.   The LM could have an ngram    "the CITY" (see above).<br>
    <br>
    <blockquote
      cite="mid:1387277889.14584.YahooMailNeo@web173202.mail.ir2.yahoo.com"
      type="cite">
      <div style="color:#000; background-color:#fff; font-family:times
        new roman, new york, times, serif;font-size:12pt">
        <div style="color: rgb(0, 0, 0); font-size: 16px; font-family:
          times new roman,new york,times,serif; background-color:
          transparent; font-style: normal;"><span class=""
            id="yiv1723759613result_box" lang="en"><span class=""
              id="yiv1723759613yui_3_13_0_ym1_6_1387016389119_39"><br
                clear="none">
              3- You say that </span></span><span class=""
            id="yiv1723759613result_box" lang="en"><span class=""
              id="yiv1723759613yui_3_13_0_ym1_6_1387016389119_39">A word
              label simply represents a class consisting only of the
              word itself , but i don't have class that contains one
              word , and is that means my model is wrong ?</span></span></div>
      </div>
    </blockquote>
    <br>
    what is meant is that a class ngrams with a mix of words and class
    labels is equivalent to class ngram model that has only class-based
    ngrams, where the word labels are replaced by classes that have only
    that one word as their membership.<br>
    <br>
    <blockquote
      cite="mid:1387277889.14584.YahooMailNeo@web173202.mail.ir2.yahoo.com"
      type="cite">
      <div style="color:#000; background-color:#fff; font-family:times
        new roman, new york, times, serif;font-size:12pt">
        <div style="color: rgb(0, 0, 0); font-size: 16px; font-family:
          times new roman,new york,times,serif; background-color:
          transparent; font-style: normal;"><span class=""
            id="yiv1723759613result_box" lang="en"><span class=""
              id="yiv1723759613yui_3_13_0_ym1_6_1387016389119_39"><br>
            </span></span></div>
        <div style="color: rgb(0, 0, 0); font-size: 16px; font-family:
          times new roman,new york,times,serif; background-color:
          transparent; font-style: normal;"><span class=""
            id="yiv1723759613result_box" lang="en"><span class=""
              id="yiv1723759613yui_3_13_0_ym1_6_1387016389119_39">4-  To
              execute this command :<span style="font-weight: bold;">
                replace-words-with-classes 
                classes='/home/hp/Documents/SRILM/Replace_word_with_class_SRILM'
                '/home/hp/Documents/SRILM/<span style="color: rgb(156,
                  0, 92);"><span>trainingData.txt</span>'</span> >
                output_text_with_classes_2</span> : </span></span></div>
        <div style="color: rgb(156, 0, 92); font-size: 16px;
          font-family: times new roman,new york,times,serif;
          background-color: transparent; font-style: normal;"><br>
          <span class="" id="yiv1723759613result_box" lang="en"><span
              class=""
              id="yiv1723759613yui_3_13_0_ym1_6_1387016389119_39"><span
                style="font-weight: bold;">trainingData.txt</span>  </span></span><span
            id="result_box" class="" lang="en"><span class="">must
              continue</span> <span class="">punctuation marks</span> <span
              class="">or only</span> <span class="">phrases.</span></span></div>
      </div>
    </blockquote>
    It depends on whether your ngram model is supposed to include
    punctuation or not.  The software doesn't care whether you have
    punctuation, it treats period, comma, etc. as word strings just like
    any other.   It depends on your application (the program that uses
    the LM) whether punctuation is appropriate or not.<br>
    <br>
    Andreas<br>
    <br>
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