Report Open Access

Natural Language Processing for Scientific Research

Amina Manafli


MARC21 XML Export

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
  <leader>00000nam##2200000uu#4500</leader>
  <datafield tag="041" ind1=" " ind2=" ">
    <subfield code="a">eng</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">CERN openlab</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">summer student programme</subfield>
  </datafield>
  <controlfield tag="005">20200120164618.0</controlfield>
  <controlfield tag="001">2574460</controlfield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">461249</subfield>
    <subfield code="z">md5:ed76f7b8628dce350fde0872a0e57a57</subfield>
    <subfield code="u">https://zenodo.org/record/2574460/files/Report_Amina Manafli.pdf</subfield>
  </datafield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">open</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2019-02-21</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">openaire</subfield>
    <subfield code="p">user-cernopenlab</subfield>
    <subfield code="o">oai:zenodo.org:2574460</subfield>
  </datafield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">CERN openlab summer student</subfield>
    <subfield code="a">Amina Manafli</subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">Natural Language Processing for Scientific Research</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">user-cernopenlab</subfield>
  </datafield>
  <datafield tag="540" ind1=" " ind2=" ">
    <subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield>
    <subfield code="a">Creative Commons Attribution 4.0 International</subfield>
  </datafield>
  <datafield tag="650" ind1="1" ind2="7">
    <subfield code="a">cc-by</subfield>
    <subfield code="2">opendefinition.org</subfield>
  </datafield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">&lt;p&gt;The goal of this Openlab project is to create a Smart Data Analytics Platform for Science that will host analytical tools, publish data, share resources, interact with bots, collaborate and build communities of researchers with various backgrounds in a single ecosystem. With this platform we will address solutions of such research problems as finding reliable sources, lack or excess of data, interacting with researchers of different backgrounds and finding partners for research work, creating a set of common definitions and environments. Thus, the underlying goal is the promotion of especially innovative, interdisciplinary research projects, as well as dealing with high entrance barriers of the research field.&lt;/p&gt;

&lt;p&gt;One of the crucial stages of building such platform is creating an intelligent chat bot, able to analyze and answer questions, as accessing and effectively using large amounts of data can be the most challenging and time consuming part of the research work. To do that we need to direct attention to Question Answering models, methods of Natural Language Processing and find a reliable dataset, for their further development and implementation.&lt;/p&gt;</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isVersionOf</subfield>
    <subfield code="a">10.5281/zenodo.2574459</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.5281/zenodo.2574460</subfield>
    <subfield code="2">doi</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">publication</subfield>
    <subfield code="b">report</subfield>
  </datafield>
</record>
102
75
views
downloads
All versions This version
Views 102102
Downloads 7575
Data volume 34.6 MB34.6 MB
Unique views 8888
Unique downloads 6767

Share

Cite as