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liar-plus's Issues

Wrong justifications in version 2 of the dataset (both tsv and jsonl)

Hi, I was looking at your v2 datasets but figured some justifications were not working. For example, id 6890 has a justification that does not make sense, it also did not show up in the original PF article. I am switching to your v1 dataset, but thought it should be good to tell you.

License is missing

Can you please add a license to the repository to clarify usage?
Thanks!

Dataset reading bugs

Hi Tariq.

There's a few bugs in the dataset, such as instances which have malformed lines or missing justifications:

['1280', '1606.json', 'mostly-true', '"Hospitals, doctors, MRIs, surgeries and so forth are more extensively used and far more expensive in this country than they are in many other countries.\'\'', 'health-care', 'mitt-romney', 'Former governor', 'Massachusetts', 'republican', '34', '32', '58', '33', '19', 'a Fox News Sunday interview']
['9874.json', 'barely-true', 'Obamacare cuts seniors Medicare.', 'health-care,medicare', 'ed-gillespie', 'Republican strategist', 'Washington, D.C.', 'republican', '2', '3', '2', '2', '1', 'a campaign email.']

I've had to correct it with the following script:

    def load_line(self, line: str) -> JsonDict:
        sections = line.split("\t")

        if ".json" in sections[0]:
            sections.insert(0, None)

        if len(sections) < 15:
            sections.append(None)

        if len(sections) < 16:
            sections.append(None)


        return {"id":int(sections[0]),
                "label": sections[2],
                "claim": sections[3],
                "topics": sections[4].split(","),
                "originator": sections[5],
                "title": sections[6],
                "party": sections[7],
                "justification": sections[15] }

Hopefully this will help other users of the dataset, but could you please release a fixed version if possible.

James Thorne

train2.tsv has CSS

There are some entries in the training data for which the justification contains CSS.

I found this while running the search regex "@". I expected to get twitter handles but I was surprised to find CSS media queries.

1319	12435.json	mostly-true	In 2006, Donald Trump was hoping for a real estate crash.	bankruptcy,candidates-biography,debt,economy,history,housing,income,jobs,stimulus,wealth	hillary-clinton	Presidential candidate	New York	democrat	40.0	29.0	69.0	76.0	7.0	an advertisement	"Trump said, ""I don't know anything about David Duke. ""Trump seems to have forgotten that he knew enough about Duke to denounce him twice this election cycle. In 2000, he knew enough to criticize Dukes racism. And in 1991, he knew enough to say he hated what votes for Duke represented. . factbox {      font-family: 'Roboto', 'Helvetica', sans-serif;      color: rgba(0, 0, 0, 0. 86);      font-weight: 400;      margin: 0px;      margin-top:40px;      padding: 0;      background-color:#f5f5f5;      padding:32px;      padding-bottom:24px;      display: block;      margin: auto;      margin:0 auto;      background-color: #ffffff;      width:75%;      height:auto;      max-width:600px;      min-width:260px;      box-shadow: 0 2px 2px 0 rgba(0,0,0,. 34),0 3px 1px -2px rgba(0,0,0,. 4),0 1px 5px 0 rgba(0,0,0,. 32);      position: relative;    }        . factbox . factbox-header {      height: 25px;      margin-top: -20px;      border-bottom-width: 1px;      border-bottom-color: silver;      border-bottom-style: solid;      margin-bottom: 20px;      font-size: 16px;      color: rgba(0,0,0,0. 86);    }      . factbox . name {      display: inline-block;      float:left;    }        . factbox . name img {      display: inline-block;      float:left;      padding-bottom: 10px;      padding-right: 20px;    }        . factbox . speaker{      float:left;      padding-top: 10px;      width:300px;    }        . factbox . speaker . speaker-name {      font-weight: 500;      font-size: 20px;      padding-bottom: 8px;    }        . factbox . speaker . speaker-title {      color: rgba(0,0,0,0. 54);      font-size:14px;    }      . factbox . rating {      padding-left:32px;      float: right;      width:120px;      height:auto;      display: inline;      max-height: 200px;    }      . factbox . rating img {      width: 100%;      padding-bottom:24px;    }      . factbox h1 {      display: inline-block;      font-weight: 500;      font-size: 20px;      line-height: 1. 35em;      -webkit-margin-before: . 35em;      -webkit-margin-after: 0em;      -webkit-margin-start: 0px;      -webkit-margin-end: 0px;    }      . factbox p {      margin-top: 80px;      width: 100%;      display: block;      font-size: 16px;      line-height: 26px;    }        . factbox . dateline {      font-size: 14px;      color: rgba(0,0,0,0. 54);      font-weight: 400;      margin-top: 8px;    }      . factbox hr {      border-bottom: 1px;       border-left: 0px;       border-right: 0px;       border-top: 0px;       border-style:solid;      border-color:#e0e0e0;      padding-top: 0px;      padding-bottom: 0px;    }      . factbox . links {      display:block;      padding-top: 20px;    }      . factbox a:-webkit-any-link {      color: #2196f3;      text-decoration: none;      cursor: pointer;    }      . factbox . links a {      margin-right: 32px;      font-size: 14px;      text-transform: uppercase;      color: #2196f3;      text-decoration: none;      font-weight: 500;    }      . factbox . links a:hover {      cursor: pointer;    }      . factbox a :hover {     cursor: pointer;     text-decoration: none;    }      . factbox ul {      padding-left: 0px;      display:block;      padding-top: 10px;      padding-bottom: 0px;    }      . factbox li {      display: inline;      margin-right: 32px;      font-size: 14px;      text-transform: uppercase;      color: #2196f3;      text-decoration: none;      font-weight: 500;      cursor: pointer;    }      . factbox li a {      font-size: 14px;      text-transform: uppercase;      color: #2196f3;      text-decoration: none;      font-weight: 500;    }      . factbox li a:visited {      color: #2196f3;    }      . factbox . menu . share {       display: none;      margin-top: 32px;    }        . factbox . menu . share . share-button {      display: inline-block;      height: 64px;      width: 64px;      border-radius: 0px;      position: relative;    }    . factbox . menu . share . share-button . share-label{      position: absolute;      top: 50%; left: 50%;      transform: translate(-50%, -50%);      font-size: 18px;      color: white;    }        . factbox . menu . share . share-button . share-label a:-webkit-any-link{    color:white;        }    . factbox . menu . share . share-button . share-label a{    color:white;        }        . factbox . menu . share . facebook {      background-color: rgb(64,94,145);    }    . factbox . menu . share . twitter {      background-color: rgb(104,172,216);    }    . factbox . menu . share . google-plus {      background-color: rgb(215,84,81);    }        . factbox . menu . share . embed-button {      display: inline-block;      height: 64px;      width: 275px;      background: #ffffff;      box-shadow: 0px 0px 2px 0px rgba(0,0,0,. 12), 0px 2px 2px 0px rgba(0,0,0,. 24);      border-radius: 2px;      font-weight: 500;      font-size: 14px;      color: #2196f3;      letter-spacing: 0. 5px;      line-height: 16px;      position: relative;      margin-left: 24px;    }        . factbox . menu . share . embed-button . embed-label {      position: absolute;      top: 50%; left: 50%;      transform: translate(-50%, -50%);    }        . factbox . menu . share . embed-button . embed-label a {      text-decoration: none;    }        . factbox . menu . share . embed-button . embed-label a:visited {        color: #2196f3;    }          . factbox . share . embed_box {       display: none;      height: 300px;      margin-top: 16px;      width: 100%;    }      . factbox . menu li {      color: rgba(0, 0, 0, 0. 87);      text-transform: none;      cursor: default;      display: inline;    }      . factbox . menu li span {      margin-right: 0px;    }      . factbox . menu li img {      width: 100%;      display: -webkit-flex;      display: flex;    }         . factbox . menu ul. dropit-submenu  {      padding-top:32px;      width: 100%;    }      . factbox . menu ul. dropit-submenu a {      font-size: 14px;      line-height: 25px;      padding: 0 18px;    }      . factbox a {    }      @media screen and (min-width: 560px){      . factbox {        width: 600px;      }    }      @media screen and (max-width: 560px) {      . factbox . rating {        padding-left: 24px;        float: right;        width: 100px;        height: auto;        display: inline;      }      . factbox . name {        padding-bottom: 8px;      }            . factbox p {        clear: left;      }            . factbox . speaker {        float: none;        width: 100%;      }                }      @media screen and (max-width: 460px) {       . factbox . menu . share . embed-button {        margin-top: 24px;        margin-left: 0px;        width: 100%;      }            . factbox . name {        padding-bottom: 20px;      }          . factbox . speaker {       float: none;      }        . factbox . speaker . speaker-name {        font-size: 14px;      }      }      @media screen and (max-width: 364px) {      . factbox {        padding: 24px;        display: block;        margin: auto;        margin: 0 auto;        background-color: #ffffff;        width: 75%;        height: auto;        max-width: 600px;        min-width: 260px;        box-shadow: 0 2px 2px 0 rgba(0,0,0,. 14),0 3px 1px -2px rgba(0,0,0,. 2),0 1px 5px 0 rgba(0,0,0,. 12);        position: relative;      }      . factbox . rating {        padding-left: 24px;        float: right;        width: 90px;        height: auto;        display: inline;      }      . factbox . name {        float: left;      }            . factbox . name img {        float: left;      }            . factbox . speaker . speaker-title {        font-size: 9px;      }        . factbox p {        font-size: 16px;        line-height: 24px;      }    }             function toggleEmbedBox(e) {        var embed_box = e. parentElement. parentElement. parentElement. getElementsByClassName('embed_box')[0];        if(embed_box. style. display == 'block'){        embed_box. style. display = 'none';      } else {          var factbox = e;          while (!factbox. classList. contains('factbox')) {            factbox = factbox. parentElement;          }              var container = document. createElement(""div"");          container. appendChild(factbox. innerHTML = container. innerHTML;          embed_box. style. display = 'block';      }      }        function toggleShareVisibility(e) {        var e = e. parentElement. parentElement. getElementsByClassName('share')[0];        if (e. style. display === 'block') {          e. style. display = 'none';        } else {         e. style. display = 'block';        }      }            //adopted from       function facebookShare(url, picture, winWidth, winHeight) {        openShare(' + url + '&picture=' + picture, winWidth, winHeight);      }            function twitterShare(tweet_id, winWidth, winHeight){        openShare(' + tweet_id, winWidth, winHeight);      }            function openShare(url, winWidth, winHeight){        var winTop = (screen. height / 2) - (winHeight / 2);        var winLeft = (screen. width / 2) - (winWidth / 2);        window. open(url, 'sharer', 'top=' + winTop + ',left=' + winLeft + ',toolbar=0,status=0,width=' + winWidth + ',height=' + winHeight);      }       Share The Facts    Donald Trump Presidential candidate              ""I don't know anything about David Duke. ""On CNN's State of the Union."

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