fastText
Serbian
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@@ -9,4 +9,154 @@ datasets:
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  language:
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  - sr
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  library_name: fasttext
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  language:
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  - sr
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  library_name: fasttext
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+ ---
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+
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+ <table style="width:100%;height:100%">
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+ <tr>
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+ <td colspan=2>
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+ <h2>FastText</h2>
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+ </td>
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+ </tr>
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+ <tr style="width:100%;height:100%">
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+ <td width=50%>
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+ <p>Обучаван над корпусом српског језика - 9.5 милијарди речи</p>
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+ <p>Међу датотекама се налазе модели у Gensim, али и оригиналном формату</p>
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+ </td>
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+ <td>
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+ <p>Trained on the Serbian language corpus - 9.5 billion words</p>
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+ <p>The files include models in both Gensim and the original format.</p>
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+ </td>
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+ </tr>
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+ </table>
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+
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+
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+ ```python
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+ from gensim.models import FastText
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+ model = Word2Vec.load("TeslaFT")
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+ examples = [
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+ ("dim", "zavesa"),
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+ ("staklo", "zavesa"),
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+ ("ormar", "zavesa"),
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+ ("prozor", "zavesa"),
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+ ("draperija", "zavesa")
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+ ]
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+ for e in examples:
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+ model.wv.cosine_similarities(ft.wv[e[0]], ft.wv[[e[1]]])[0]
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+ ```
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+ ```
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+ 0.5305264
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+ 0.7095266
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+ 0.6041575
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+ 0.5771946
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+ 0.8870213
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+ ```
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+
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+ <div class="inline-flex flex-col" style="line-height: 1.5;padding-right:50px">
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+ <div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">Editor</div>
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+ <a href="https://huggingface.co/procesaur">
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+ <div class="flex">
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+ <div
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+ style="display:DISPLAY_1; margin-left: auto; margin-right: auto; width: 92px; height:92px; border-radius: 50%;
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+ background-size: cover; background-image: url(&#39;https://cdn-uploads.huggingface.co/production/uploads/1673534533167-63bc254fb8c61b8aa496a39b.jpeg?w=200&h=200&f=face&#39;)">
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+ </div>
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+ </div>
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+ </a>
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+ <div style="text-align: center; font-size: 16px; font-weight: 800">Mihailo Škorić</div>
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+ <div>
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+ <a href="https://huggingface.co/procesaur">
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+ <div style="text-align: center; font-size: 14px;">@procesaur</div>
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+ </a>
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+ </div>
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+ </div>
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+ </div>
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+
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+ <div id="zastava">
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+ <div class="grb">
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+ <img src="https://www.ai.gov.rs/img/logo_60x120-2.png" style="position:relative; left:30px; z-index:10; height:85px">
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+ </div>
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+ <table width=100% style="border:0px">
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+ <tr style="background-color:#C6363C;width:100%;border:0px;height:30px"><td style="width:100vw"></td></tr>
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+ <tr style="background-color:#0C4076;width:100%;border:0px;height:30px"><td></td></tr>
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+ <tr style="background-color:#ffffff;width:100%;border:0px;height:30px"><td></td></tr>
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+ </table>
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+ </div>
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+
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+ <table style="width:100%;height:100%">
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+ <tr style="width:100%;height:100%">
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+ <td width=50%>
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+ <p>Истраживање jе спроведено уз подршку Фонда за науку Републике Србиjе, #7276, Text Embeddings – Serbian Language Applications – TESLA</p>
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+ </td>
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+ <td>
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+ <p>This research was supported by the Science Fund of the Republic of Serbia, #7276, Text Embeddings - Serbian Language Applications - TESLA</p>
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+ </td>
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+ </tr>
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+ </table>
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+
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+
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+
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+ <style>
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+ .ffeat: {
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+ color:red
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+ }
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+
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+ .cover {
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+ width: 100%;
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+ margin-bottom: 5pt
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+ }
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+
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+ .highlight-container, .highlight {
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+ position: relative;
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+ text-decoration:none
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+ }
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+
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+ .highlight-container {
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+ display: inline-block;
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+
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+ }
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+
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+ .highlight{
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+ color:white;
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+ text-transform:uppercase;
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+ font-size: 16pt;
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+ }
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+
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+ .highlight-container{
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+ padding:5px 10px
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+ }
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+
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+ .highlight-container:before {
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+ content: " ";
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+ display: block;
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+ height: 100%;
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+ width: 100%;
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+ margin-left: 0px;
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+ margin-right: 0px;
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+ position: absolute;
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+ background: #e80909;
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+ transform: rotate(2deg);
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+ top: -1px;
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+ left: -1px;
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+ border-radius: 20% 25% 20% 24%;
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+ padding: 10px 18px 18px 10px;
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+ }
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+
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+ div.grb, #zastava>table {
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+ position:absolute;
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+ top:0px;
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+ left: 0px;
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+ margin:0px
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+ }
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+
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+ div.grb>img, #zastava>table{
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+ margin:0px
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+ }
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+
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+ #zastava {
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+ position: relative;
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+ margin-bottom:120px
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+ }
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+
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+ p {
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+ font-size:14pt
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+ }
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+ </style>