<?xml version="1.0" encoding="utf-8"?><!DOCTYPE article  PUBLIC '-//OASIS//DTD DocBook XML V4.4//EN'  'http://www.docbook.org/xml/4.4/docbookx.dtd'><article><articleinfo><title>Corneferencer</title><revhistory><revision><revnumber>12</revnumber><date>2021-06-02 14:58:35</date><authorinitials>MaciejOgrodniczuk</authorinitials></revision><revision><revnumber>11</revnumber><date>2018-10-05 10:09:36</date><authorinitials>BartlomiejNiton</authorinitials></revision><revision><revnumber>10</revnumber><date>2018-10-05 09:57:13</date><authorinitials>BartlomiejNiton</authorinitials></revision><revision><revnumber>9</revnumber><date>2018-02-23 11:52:06</date><authorinitials>BartlomiejNiton</authorinitials></revision><revision><revnumber>8</revnumber><date>2018-02-23 11:51:04</date><authorinitials>BartlomiejNiton</authorinitials></revision><revision><revnumber>7</revnumber><date>2018-02-23 11:41:19</date><authorinitials>BartlomiejNiton</authorinitials></revision><revision><revnumber>6</revnumber><date>2018-02-23 11:06:50</date><authorinitials>BartlomiejNiton</authorinitials></revision><revision><revnumber>5</revnumber><date>2018-02-23 11:06:42</date><authorinitials>BartlomiejNiton</authorinitials></revision><revision><revnumber>4</revnumber><date>2018-02-23 11:06:22</date><authorinitials>BartlomiejNiton</authorinitials></revision><revision><revnumber>3</revnumber><date>2018-02-23 11:05:29</date><authorinitials>BartlomiejNiton</authorinitials></revision><revision><revnumber>2</revnumber><date>2018-02-07 09:54:13</date><authorinitials>BartlomiejNiton</authorinitials></revision><revision><revnumber>1</revnumber><date>2018-02-07 09:54:01</date><authorinitials>BartlomiejNiton</authorinitials></revision></revhistory></articleinfo><section><title>Corneferencer</title><para>Corneferencer is a neural network based tool for performing Coreference Resolution (CR). </para><para><emphasis role="strong">Principal developer:</emphasis> <ulink url="http://zil.ipipan.waw.pl/Corneferencer/BartlomiejNiton#">Bartłomiej Nitoń</ulink></para><para> <emphasis role="strong">Authors:</emphasis> <ulink url="http://zil.ipipan.waw.pl/Corneferencer/BartlomiejNiton#">Bartłomiej Nitoń</ulink>, Paweł Morawiecki</para><section><title>Licence</title><para>CC-BY-NC </para></section><section><title>Download</title><para>You may check out the source code from <ulink url="http://git.nlp.ipipan.waw.pl/cothec/Corneferencer">git repository</ulink>. </para></section><section><title>Models</title><itemizedlist><listitem><para><ulink url="http://zil.ipipan.waw.pl/Corneferencer/Corneferencer?action=AttachFile&amp;do=get&amp;target=model_1147_features.h5">1147 features (word embedding vectors size 50)</ulink> </para></listitem><listitem><para><ulink url="http://zil.ipipan.waw.pl/Corneferencer/Corneferencer?action=AttachFile&amp;do=get&amp;target=model_6647_features.h5">6647 features (word embedding vectors size 300)</ulink> </para></listitem><listitem><para><ulink url="http://zil.ipipan.waw.pl/Corneferencer/Corneferencer?action=AttachFile&amp;do=get&amp;target=model_1190_features.h5">1190 features (word embedding vectors size 50)</ulink> </para></listitem><listitem><para><ulink url="http://zil.ipipan.waw.pl/Corneferencer/Corneferencer?action=AttachFile&amp;do=get&amp;target=weights_siamese_model.h5">Siamese Networks model (word embedding vectors size 50)</ulink> </para></listitem><listitem><para><ulink url="http://zil.ipipan.waw.pl/Corneferencer/Corneferencer?action=AttachFile&amp;do=get&amp;target=model_with_singletons.h5">1190 features (5 times more negative examples used for training, word embedding vectors size 50)</ulink> </para></listitem><listitem><para><ulink url="http://mozart.ipipan.waw.pl/~axw/models/lemma/">word embedding vectors</ulink> </para></listitem></itemizedlist></section><section><title>Evaluation</title><itemizedlist><listitem><para><ulink url="http://zil.ipipan.waw.pl/Corneferencer/Corneferencer?action=AttachFile&amp;do=get&amp;target=test.zip">test data set (TEI)</ulink> </para></listitem><listitem><para><ulink url="http://zil.ipipan.waw.pl/Corneferencer/Corneferencer?action=AttachFile&amp;do=get&amp;target=train.zip">training data set (TEI)</ulink> </para></listitem></itemizedlist></section></section></article>