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    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
      id="docs-internal-guid-e2a50e8d-b03c-2027-b0de-fc362ce620fd"><span
style="font-size:14pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Call
        for Papers: Special Issue of the journal </span><span
style="font-size:14pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:700;font-style:italic;font-variant:normal;text-decoration:none;vertical-align:baseline;">Computational
        Linguistics</span><span
style="font-size:14pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">
        on Language in Social Media</span></p>
    <br>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">**
        Apologies for cross-posting **</span></p>
    <br>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">========================================</span></p>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Special
        Issue of the journal Computational Linguistics on:</span></p>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Language
        in Social Media: Exploiting discourse and other contextual
        information</span></p>
    <br>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">***
        Deadline 15th October 2017 (11:59 pm PST) ***</span></p>
    <br>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">For
        more details see: <a class="moz-txt-link-freetext"
          href="http://www.sfu.ca/%7Emtaboada/coli-si.html">http://www.sfu.ca/~mtaboada/coli-si.html</a></span></p>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">========================================</span><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">
      </span></p>
    <br>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">**Guest
        editors**</span></p>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Farah
        Benamara - IRIT, Toulouse University (<a
          class="moz-txt-link-abbreviated"
          href="mailto:benamara@irit.fr">benamara@irit.fr</a>)</span></p>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Diana
        Inkpen - University of Ottawa  (<a
          class="moz-txt-link-abbreviated"
          href="mailto:diana.inkpen@uottawa.ca">diana.inkpen@uottawa.ca</a>)</span></p>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Maite
        Taboada - Simon Fraser University (<a
          class="moz-txt-link-abbreviated" href="mailto:mtaboada@sfu.ca">mtaboada@sfu.ca</a>)</span></p>
    <br>
    <p dir="ltr"
      style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">**Contact**</span></p>
    <p dir="ltr"
      style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">socialmedia.coli
        AT gmail.com</span></p>
    <br>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">**Call
        for papers**</span></p>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Social
        media content (SMC) is changing the way people interact with
        each other and share information, personal messages, and
        opinions about situations, objects and past experiences. This
        content (ranging from blogs, fora, reviews, and various social
        networking sites) has specific characteristics that are often
        referred as the five V's: volume, variety, velocity, veracity,
        and value. Most of them are short online conversational posts or
        comments often accompanied by non-linguistic contextual
        information, including metadata such as the social network of
        each user and their interactions with other users. Exploiting
        the context of a word or a sentence increases the amount of
        information we can get from it and enables novel applications.
        Such rich contextual information, however, makes natural
        language processing (NLP) of SMC a challenging research task.
        Indeed, simply applying traditional text mining tools is clearly
        sub-optimal, as such methods take into account neither the
        interactive dimension nor the particular nature of this data,
        which shares properties of both spoken and written language.</span></p>
    <br>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Most
        research on NLP for social media focuses primarily on
        content-based processing of the linguistic information, using
        lexical semantics (e.g., discovering new word senses or
        multiword expressions) or semantic analysis (opinion extraction,
        irony detection, event and topic detection, geo-location
        detection) (Londhe et al., 2016; Aiello et al., 2013; Inkpen et
        al., 2015; Ghosh et al., 2015). Other research explores the
        interactions between content and extra-linguistic or
        extra-textual features like time, place, author profiles,
        demographic information, conversation thread and network
        structure, showing that combining linguistic data with network
        and/or user context improves performance over a baseline that
        uses only textual information (West et al., 2014; Karoui et al.,
        2015; Volkova et al., 2014; Ren et al., 2016).</span></p>
    <br>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">We
        expect that papers in this special issue will contribute to a
        deeper understanding of these interactions from a new
        perspective of discourse interpretation. We believe that we are
        entering a new age of mining social media data, one that
        extracts information not just from individual words, phrases and
        tags, but also uses information from discourse and the wider
        context. Most of the “big data” revolution in social media
        analysis has examined words in isolation, a “bag-of-words”
        approach. We believe it is possible to investigate big data, and
        social media data in general, by exploiting contextual
        information. </span></p>
    <br>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">We
        encourage submission of papers that address deep issues in
        linguistics, computational linguistics and social science. In
        particular, our focus is on the exploitation of contextual
        information within the text (discourse, argumentation chains)
        and extra-linguistic information (social network, demographic
        information, geo-location) to improve NLP applications and help
        building pragmatic-based NLP systems</span><span
style="font-size:12pt;font-family:Arial;color:#606060;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">.
      </span><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">The
        special issue aims also to bring researchers that propose new
        solutions for processing SMC  in various use-cases including
        sentiment analysis, detection of offensive content, and
        intention detection. These solutions need to be reliable enough
        in order to prove their effectiveness against shallow
        bag-of-words approaches or content-based approaches alone.</span></p>
    <br>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">**Topics
        of interest**</span></p>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">We
        are particularly interested in submissions that address the
        topics below, by leveraging the role of discourse and/or other
        contextual information. We believe there are novel and
        interesting approaches that can be developed over the next few
        years.</span></p>
    <br>
    <ul style="margin-top:0pt;margin-bottom:0pt;">
      <li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">
        <p dir="ltr"
          style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Lexical
            semantic resources, corpora and annotations of semantic and
            pragmatic phenomena in social media.</span></p>
      </li>
      <li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">
        <p dir="ltr"
          style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">The
            role of extra-linguistic information in improving
            content-based social media applications.</span></p>
      </li>
      <li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">
        <p dir="ltr"
          style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Figurative
            language detection (metaphor, irony, sarcasm).</span></p>
      </li>
      <li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">
        <p dir="ltr"
          style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Discourse
            processing and argumentation mining of social media texts.</span></p>
      </li>
      <li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">
        <p dir="ltr"
          style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Pragmatic
            phenomena in computational social linguistics.</span></p>
      </li>
      <li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">
        <p dir="ltr"
          style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Intention
            detection (e.g., intention to purchase a product, or vote
            for a particular candidate, but also other behaviours such
            as suicide).</span></p>
      </li>
      <li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">
        <p dir="ltr"
          style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Detection
            of offensive and abusive language.</span></p>
      </li>
      <li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">
        <p dir="ltr"
          style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Fake
            news detection. Tracking rumours.</span></p>
      </li>
    </ul>
    <br>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">We
        also welcome contributions and comparisons on already studied
        topics like the following, but submissions need to highlight the
        role of discourse and/or other  contextual phenomena: </span></p>
    <br>
    <ul style="margin-top:0pt;margin-bottom:0pt;">
      <li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">
        <p dir="ltr"
          style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Social
            structure and position analysis using microblog content; </span></p>
      </li>
      <li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">
        <p dir="ltr"
          style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Sentiment/opinion
            retrieval, extraction and classification</span></p>
      </li>
      <li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">
        <p dir="ltr"
          style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Tracking
            and summarization of opinion</span></p>
      </li>
      <li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">
        <p dir="ltr"
          style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Emotion
            detection.</span></p>
      </li>
    </ul>
    <br>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">**Paper
        format and reviewing policy**</span></p>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Papers
        should be submitted according to the Computational Linguistics
        style:</span><a href="http://cljournal.org/"
        style="text-decoration:none;"><span
style="font-size:12pt;font-family:Arial;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;vertical-align:baseline;">http://cljournal.org/</span></a></p>
    <br>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Send
        papers using the online submission system: </span><a
        href="http://cljournal.org/submissions.html"
        style="text-decoration:none;"><span
style="font-size:12pt;font-family:Arial;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;vertical-align:baseline;">http://cljournal.org/submissions.html</span></a><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">.
        In Step 1 of the submission process, please select 'Special
        Issue: Language in Social Media' under the 'Journal Section'
        heading.</span></p>
    <br>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Please
        note that papers submitted to a special issue undergo the same
        reviewing process as regular papers. Special issues are the same
        length as regular issues (at most 5-6 papers) </span><a
        href="http://cljournal.org/specialissues.html"
        style="text-decoration:none;"><span
style="font-size:12pt;font-family:Arial;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;vertical-align:baseline;">http://cljournal.org/specialissues.html</span></a><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">.
      </span></p>
    <br>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">**Deadline**</span></p>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">Paper
        submission deadline: October 15, 2017 (11:59 pm PST)</span></p>
    <br>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">**References**</span></p>
    <p dir="ltr"
      style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">See
      </span><a href="http://www.sfu.ca/%7Emtaboada/coli-si.html"
        style="text-decoration:none;"><span
style="font-size:12pt;font-family:Arial;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;vertical-align:baseline;">http://www.sfu.ca/~mtaboada/coli-si.html</span></a><br>
      <br>
      <span
style="font-size:12pt;font-family:Arial;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;">
      </span></p>
    <pre class="moz-signature" cols="72">-- 
Maite Taboada
Professor
Department of Linguistics
Simon Fraser University
8888 University Dr.
Burnaby, BC, V5A 1S6, Canada

Tel +1-778-782-5585 
<a class="moz-txt-link-abbreviated" href="mailto:mtaboada@sfu.ca">mtaboada@sfu.ca</a>
<a class="moz-txt-link-freetext" href="http://www.sfu.ca/%7Emtaboada">http://www.sfu.ca/~mtaboada</a> 

</pre>
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