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    <p>Dear all,</p>
    <p>I have followed the discussion on this thread with interest. Let
      me ask you, would any of what you discuss and suggest here also
      apply to Interlinear Glossed Data?<br>
    </p>
    <p>Sebastian talked about making  "typological research more
      replicable". A related issue is reproducible research in
      linguists. I guess a good starting point for whatever we do as
      linguists is to keep things<br>
    </p>
    <div class="moz-forward-container">
      <p>transparent, and to give public access to data collections.
        Especially for languages with little to no public resources
        (except for what one finds in articles), this seems essential.<br>
      </p>
      <p>Here is an example of what I have in mind:  We just released 41
        Interlinear Glossed Texts in Akan. The data can be downloaded as
        XML from:</p>
      <p><a class="moz-txt-link-freetext" href="https://typecraft.org/tc2wiki/The_TypeCraft_Akan_Corpus">https://typecraft.org/tc2wiki/The_TypeCraft_Akan_Corpus</a><br>
      </p>
      The corpus is described on the download page, and also in the
      notes contained in the download. (Note that we can offer the
      material in several other formats.) <br>
      <br>
      <br>
      Dorothee <br>
      <br>
      <font color="#999999" size="-1">Professor Dorothee Beermann, PhD<br>
        Norwegian University of Science and Technology (NTNU)<br>
        Dept. of Language and Literature<br>
        Surface mail to: NO-7491 Trondheim, Norway/Norge<br>
        <br>
        Visit: Building 4, level 5, room 4512, Dragvoll,<br>
        E-mail:  <a class="moz-txt-link-abbreviated" href="mailto:dorothee.beermann@ntnu.no">dorothee.beermann@ntnu.no</a><br>
        <br>
        Homepage:<a class="moz-txt-link-freetext" href="http://www.ntnu.no/ansatte/dorothee.beermann">http://www.ntnu.no/ansatte/dorothee.beermann</a><br>
        TypeCraft:<a class="moz-txt-link-freetext" href="http://typecraft.org/tc2wiki/User:Dorothee_Beermann">http://typecraft.org/tc2wiki/User:Dorothee_Beermann</a><br>
      </font><br>
      <br>
      <br>
      <br>
      <br>
      -------- Forwarded Message --------
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            <th valign="BASELINE" align="RIGHT" nowrap="nowrap">Subject:
            </th>
            <td>Re: [Lingtyp] Empirical standards in typology:
              incentives</td>
          </tr>
          <tr>
            <th valign="BASELINE" align="RIGHT" nowrap="nowrap">Date: </th>
            <td>Fri, 23 Mar 2018 11:59:18 +1100</td>
          </tr>
          <tr>
            <th valign="BASELINE" align="RIGHT" nowrap="nowrap">From: </th>
            <td>Hedvig Skirgård <a class="moz-txt-link-rfc2396E" href="mailto:hedvig.skirgard@gmail.com"><hedvig.skirgard@gmail.com></a></td>
          </tr>
          <tr>
            <th valign="BASELINE" align="RIGHT" nowrap="nowrap">To: </th>
            <td>Johanna NICHOLS <a class="moz-txt-link-rfc2396E" href="mailto:johanna@berkeley.edu"><johanna@berkeley.edu></a></td>
          </tr>
          <tr>
            <th valign="BASELINE" align="RIGHT" nowrap="nowrap">CC: </th>
            <td>Linguistic Typology
              <a class="moz-txt-link-rfc2396E" href="mailto:lingtyp@listserv.linguistlist.org"><lingtyp@listserv.linguistlist.org></a></td>
          </tr>
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      <div dir="ltr">Dear all, 
        <div><br>
        </div>
        <div>I think Sebastian's suggestion is very good. </div>
        <div><br>
        </div>
        <div>Is this something LT would consider, Masja?</div>
        <div><br>
        </div>
        <div>Johanna's point is good as well, but it shouldn't matter
          for Sebastian's suggestion as I understand it. We're not being
          asked to submit the coding criteria prior to the survey being
          completed, but only at the time of publication. There are
          initiatives in STEM that encourages research teams to submit
          what they're planning to do prior to doing if (to avoid
          biases), but that's not baked into what Sebastian is
          suggestion, from what I can tell.</div>
        <div><br>
        </div>
        <div>I would also add a 4 star category which includes
          inter-coderreliabiity tests, i.e. the original author(s) have
          given different people the same instructions and tested how
          often they do the same thing with the same grammar.</div>
        <div><br>
        </div>
        <div>/Hedvig</div>
      </div>
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                                    <p style="margin:0cm 0cm
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                                        style="font-size:9pt"><b><br>
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                                    <p style="margin:0cm 0cm 0.0001pt"><font
                                        size="2" face="arial, helvetica,
                                        sans-serif"><b>Med vänliga
                                          hälsningar</b><b>,</b><br>
                                      </font></p>
                                    <p style="margin:0cm 0cm 0.0001pt"><b><font
                                          size="2" face="arial,
                                          helvetica, sans-serif">Hedvig
                                          Skirgård</font></b></p>
                                    <p style="margin:0cm 0cm 0.0001pt"><br>
                                    </p>
                                    <p style="margin:0cm 0cm 0.0001pt"><font
                                        size="1"><span
                                          style="font-family:verdana,sans-serif;color:rgb(0,0,0)">PhD
                                          Candidate</span><br>
                                      </font></p>
                                    <p
style="color:rgb(0,0,0);font-family:Verdana,Helvetica,Arial,sans-serif;margin:0cm
                                      0cm 0.0001pt"><span
                                        style="font-family:verdana,sans-serif"><font
                                          size="1">The Wellsprings of
                                          Linguistic Diversity</font></span></p>
                                    <p
style="color:rgb(0,0,0);font-family:Verdana,Helvetica,Arial,sans-serif;margin:0cm
                                      0cm 0.0001pt"><font size="1"
                                        face="verdana, sans-serif">ARC
                                        Centre of Excellence for the
                                        Dynamics of Language</font></p>
                                    <p
style="color:rgb(0,0,0);font-family:Verdana,Helvetica,Arial,sans-serif;margin:0cm
                                      0cm 0.0001pt"><font size="1"
                                        face="verdana, sans-serif">School
                                        of Culture, History and Language<br>
                                        College of Asia and the Pacific</font></p>
                                    <p
style="color:rgb(0,0,0);font-family:Verdana,Helvetica,Arial,sans-serif;margin:0cm
                                      0cm 0.0001pt"><font size="1"
                                        face="verdana, sans-serif">The
                                        Australian National University</font></p>
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                                        color="#666666" size="1"
                                        face="arial, helvetica,
                                        sans-serif"><a
                                          href="https://sites.google.com/site/hedvigskirgard/"
                                          target="_blank"
                                          moz-do-not-send="true">Website</a><br>
                                      </font></p>
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                                    </p>
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        <br>
        <div class="gmail_quote">2018-03-23 0:49 GMT+11:00 Johanna
          NICHOLS <span dir="ltr"><<a
              href="mailto:johanna@berkeley.edu" target="_blank"
              moz-do-not-send="true">johanna@berkeley.edu</a>></span>:<br>
          <blockquote class="gmail_quote" style="margin:0 0 0
            .8ex;border-left:1px #ccc solid;padding-left:1ex">
            <div dir="ltr">
              <div>What's in the codebook -- the coding categories and
                the criteria?  That much is usually in the body of the
                paper.<br>
                <br>
              </div>
              <div>Also, a minor but I think important point: 
                Ordinarily the codebook doesn't in fact chronologically
                precede the spreadsheet.  A draft or early version of it
                does, and that gets revised many times as you run into
                new and unexpected things.  (And every previous entry in
                the spreadsheet gets checked and edited too.)  By the
                time you've finished your survey the categories and
                typology can look different from what you started with. 
                You publish when you're comfortably past the point of
                diminishing returns.  In most sciences this is bad
                method, but in linguistics it's common and I'd say
                normal.  The capacity to handle it needs to be built
                into the method in advance.  <br>
              </div>
              <span class="HOEnZb"><font color="#888888">
                  <div><br>
                  </div>
                  Johanna<br>
                </font></span></div>
            <div class="HOEnZb">
              <div class="h5">
                <div class="gmail_extra"><br>
                  <div class="gmail_quote">On Thu, Mar 22, 2018 at 2:10
                    PM, Sebastian Nordhoff <span dir="ltr"><<a
                        href="mailto:sebastian.nordhoff@glottotopia.de"
                        target="_blank" moz-do-not-send="true">sebastian.nordhoff@<wbr>glottotopia.de</a>></span>
                    wrote:<br>
                    <blockquote class="gmail_quote" style="margin:0 0 0
                      .8ex;border-left:1px #ccc solid;padding-left:1ex">Dear
                      all,<br>
                      taking up a thread from last November, I would
                      like to start a<br>
                      discussion about how to make typological research
                      more replicable, where<br>
                      replicable means "less dependent on the original
                      researcher". This<br>
                      includes coding decisions, tabular data,
                      quantitative analyses etc.<br>
                      <br>
                      Volker Gast wrote (full quote at bottom of mail):<br>
                      > Let's assume that self-annotation cannot be
                      avoided for financial<br>
                      > reasons. What about establishing a standard
                      saying that, for instance,<br>
                      > when you submit a quantitative-typological
                      paper to LT you have to<br>
                      > provide the data in such a way that the
                      coding decisions are made<br>
                      > sufficiently transparent for readers to see
                      if they can go along with<br>
                      > the argument?<br>
                      <br>
                      I see two possibilities for that: Option 1:
                      editors will refuse papers<br>
                      which do not adhere to this standard. That will
                      not work in my view.<br>
                      What might work (Option 2) is a star/badge system.
                      I could imagine the<br>
                      following:<br>
                      <br>
                      - no stars: only standard bibliographical
                      references<br>
                      - *         raw tabular data (spreadsheet)
                      available as a supplement<br>
                      - **        as above, + code book available as a
                      supplement<br>
                      - ***       as above, + computer code in R or
                      similar available<br>
                      <br>
                      For a three-star article, an unrelated researcher
                      could then take the<br>
                      original grammars and the code book and replicate
                      the spreadsheet to see<br>
                      if it matches. They could then run the computer
                      code to see if they<br>
                      arrive at the same results.<br>
                      <br>
                      This will not be practical for every research
                      project, but some might<br>
                      find it easier than others, and, in the long run,
                      it will require good<br>
                      arguments to submit a 0-star (i.e. non-replicable)
                      quantitative article.<br>
                      <br>
                      Any thoughts?<br>
                      Sebastian<br>
                      <br>
                      PS: Note that the codebook would actually
                      chronologically precede the<br>
                      spreadsheet, but I fill that spreadsheets are more
                      easily available than<br>
                      codebooks, so in order to keep the entry barrier
                      low, this order is<br>
                      reversed for the stars.<br>
                      <br>
                    </blockquote>
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