Datasets:

procesaur
/

znanje

	---
	language:
	- sr
	- hr
	- sl
	- bs
	pretty_name: ZNANJE
	size_categories:
	- 1B<n<10B
	configs:
	- config_name: default
	data_files:
	- split: train
	path:
	- '*_sr.jsonl'
	- '*_hr.jsonl'
	- '*_cnr.jsonl'
	- '*_bs.jsonl'
	- split: sr
	path: '*_sr.jsonl'
	- split: hr
	path: '*_hr.jsonl'
	- split: si
	path: '*_si.jsonl'
	- split: bs
	path: '*_bs.jsonl'
	- split: sve
	path:
	- '*_sr.jsonl'
	- '*_hr.jsonl'
	- '*_cnr.jsonl'
	- '*_bs.jsonl'
	- '*_si.jsonl'
	task_categories:
	- text-generation
	license: cc-by-sa-4.0
	---

	<img src="cover.png" class="cover">


	<table style="width:100%;height:100%">
	<!--tr style="width:100%;height:30px">

	<td colspan=2 align=center>
	<h1>ZNANJE</h1>
	</td>
	<tr-->
	<tr style="width:100%;height:100%">
	<td width=50%>
	<h2>Skup naučnih i stručnih publikacija na Južnoslovenskim jezicima</h2>
	<p><span class="highlight-container"><span class="highlight">Visoko-kvalitetan skup</span></span> raznovrsnih naučnih publikacija</p>
	<p>Neophodan za obučavanje kvalitetnih jezičkih modela za južnoslovenske jezike.</p>
	<p>Ukupno 280,460 dokumenata, ukupno sa <span class="highlight-container"><span class="highlight">preko 4.2 milijarde reči</span></span>, 1.9 milijardi na srpskohrvatskom i 2.3 milijarde na slovenačkom jeziku</p>
	<p></p>
	<p>Svaka JSON linija predstavlja jednu publikaciju.</p>
	<p>Unutar svakog dokumenta su obeležene rečenice i paragrafi.</p>
	</td>
	<td>
	<h2>Set of South Slavic Scientific Research and Professional publications</h2>
	<p><span class="highlight-container"><span class="highlight">Highly curated, High-quality</span></span>and diverse scientific publications.</p>
	<p>Necessary for training quality language models for South Slavic languages.</p>
	<p>A total of 280,460 documents containing <span class="highlight-container"><span class="highlight">over 4.2 billion words</span></span>, 1.9 billion for Serbo-Croatian and 2.3 billion for Slovenian</p>
	<p></p>
	<p>Each JSON line represents one publication.</p>
	<p>All documents are paragraph and sentence-delimited.</p>
	</td>
	</tr>
	<tr>
	<td colspan=2>
	<table style='width:100%;font-size:12pt;text-align:right'>
	<tr>
	<th style='width:40%'><b></b></th>
	<th style='width:15%'><b>Број докумената<br/>Doc. count</b></th>
	<th style='width:15%'><b>Број реченица<br/>Sent. count</b></th>
	<th style='width:15%'><b>Број речи<br/>Word count</b></th>
	<th style='width:15%'><b>Удео<br/>Share</b></th>
	</tr>
	<tr>
	<td><a href="https://nardus.mpn.gov.rs">NARDUS</a><br/>🇷🇸</td>
	<td>11,432</td>
	<td>22,779,252</td>
	<td>574,600,000</td>
	<td>30%</td>
	</tr>
	<tr>
	<td>Institucionalni repozitorijumi radova<br/>🇷🇸</td>
	<td>10,889</td>
	<td>4,192,656</td>
	<td>109,400,000</td>
	<td>5.7%</td>
	</tr>
	<tr>
	<td><a href="https://www.ucg.ac.me">Univerzitet Crne Gore</a><br/>🇷🇸/🇲🇪</td>
	<td>315</td>
	<td>605,119</td>
	<td>14,500,000</td>
	<td>0.8%</td>
	</tr>
	<tr>
	<td><a href="https://www.ucg.ac.me">Univerzitet u Istočnom Sarajevu</a><br/>🇷🇸</td>
	<td>8</td>
	<td>21,156</td>
	<td>510,000</td>
	<td><0.1%</td>
	</tr>
	<tr>
	<td><a href="https://dabar.srce.hr">DABAR</a><br/>🇭🇷</td>
	<td>108,786</td>
	<td>53,369,657</td>
	<td>1,214,000,000</td><!--td>1,214,134,429</td-->
	<td>63.4%</td>
	</tr>
	<tr>
	<td><a href="http://www.openscience.si">Open Science Slovenia</a><br/>🇷🇸 🇭🇷 🇧🇦</td>
	<td>176</td>
	<td>113,339</td>
	<td>2,694,331</td>
	<td>0.1%</td>
	</tr>
	<tr>
	<td><b>Укупно<br/>Total</b></td>
	<td><b>131,606</b></td>
	<td><b>81,060,023</b></td>
	<td><b>1,915,704,331</b></td>
	<td><b>100%</b></td>
	</tr>
	</table>
	</td>
	</tr>
	<tr>
	<td colspan=2>
	<table style='width:100%;font-size:12pt;text-align:right'>
	<tr>
	<th style='width:40%'><b></b></th>
	<th style='width:15%'><b>Број докумената<br/>Doc. count</b></th>
	<th style='width:15%'><b>Број реченица<br/>Sent. count</b></th>
	<th style='width:15%'><b>Број речи<br/>Word count</b></th>
	<th style='width:15%'><b>Удео<br/>Share</b></th>
	</tr>
	<tr>
	<td><a href="http://www.openscience.si">Open Science Slovenia</a><br/>🇸🇮</td>
	<td>148,158</td>
	<td>104,986,413</td>
	<td>2,295,828,582</td>
	<td>100%</td>
	</tr>
	</table>
	</td>
	</tr>
	</table>



	```python
	from datasets import load_dataset
	dataset = load_dataset("procesaur/ZNANJE")
	```


	<div class="inline-flex flex-col" style="line-height: 1.5;padding-right:50px">
	<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">Editor</div>
	<a href="https://huggingface.co/procesaur">
	<div class="flex">
	<div
	style="display:DISPLAY_1; margin-left: auto; margin-right: auto; width: 92px; height:92px; border-radius: 50%;
	background-size: cover; background-image: url('https://cdn-uploads.huggingface.co/production/uploads/1673534533167-63bc254fb8c61b8aa496a39b.jpeg?w=200&h=200&f=face')">
	</div>
	</div>
	</a>
	<div style="text-align: center; font-size: 16px; font-weight: 800">Mihailo Škorić</div>
	<div>
	<a href="https://huggingface.co/procesaur">
	<div style="text-align: center; font-size: 14px;">@procesaur</div>
	</a>
	</div>
	</div>
	</div>

	<div class="inline-flex flex-col" style="line-height: 1.5;">

	<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">Editor</div>
	<a href="https://huggingface.co/Nikola-92">
	<div class="flex">
	<div
	style="display:DISPLAY_1; margin-left: auto; margin-right: auto; width: 92px; height:92px; border-radius: 50%;
	background-size: cover; background-image: url('https://cdn-uploads.huggingface.co/production/uploads/656fa4e1b7b6010db395b74d/3W5VhwkSJ3JSGvlgsx2fx.jpeg?w=200&h=200&f=face)">
	</div>
	</div>
	</a>
	<div style="text-align: center; font-size: 16px; font-weight: 800">Nikola Janković</div>
	<div>
	<a href="https://huggingface.co/Nikola-92">
	<div style="text-align: center; font-size: 14px;">@Nikola-92</div>
	</a>
	</div>
	</div>
	</div>


	Citation:

	```bibtex
	@article{skoric24korpusi,
	author = {\vSkori\'c, Mihailo and Jankovi\'c, Nikola},
	title = {New Textual Corpora for Serbian Language Modeling},
	journal = {Infotheca},
	volume = {24},
	issue = {1},
	year = {2024},
	publisher = {Zajednica biblioteka univerziteta u Srbiji, Beograd},
	url = {https://arxiv.org/abs/2405.09250}
	}
	```

	ISLRN: 476-040-938-571-9

	<table style="width:100%;height:100%">
	<tr style="width:100%;height:100%">
	<td width=50%>
	<p>Istraživanje je sprovedeno uz podršku Fonda za nauku Republike Srbije, #7276, Text Embeddings – Serbian Language Applications – TESLA.</p>
	</td>
	<td>
	<p>This research was supported by the Science Fund of the Republic of Serbia, #7276, Text Embeddings - Serbian Language Applications - TESLA.</p>
	</td>
	</tr>
	</table>

	<div id="zastava">
	<div class="grb">

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