GloVeSr

<table style="width:100%;height:100%"> <tr> <td colspan=2> <h4><i class="highlight-container"><b class="highlight">GloVe Sr</b></i></h4> </td> </tr> <tr style="width:100%;height:100%"> <td width=50%> <p>Обучаван над корпусом српског језика - 9.5 милијарди речи</p> <!--p>Међу датотекама се налазе два модела (CBOW и SkipGram варијанте)</p--> </td> <td> <p>Trained on the Serbian language corpus - 9.5 billion words</p> <!--p>There are two models among the files (CBOW and SkipGram variants)</p--> </td> </tr> </table>

from gensim.models import KeyedVectors
from huggingface_hub import snapshot_download

local_dir = snapshot_download(repo_id="te-sla/GloVeSr",
allow_patterns=["*.kv", "*npy"])
vectors = KeyedVectors.load(local_dir + "/glove_keyed_vectors.kv")
print(vectors.most_similar("klijent", topn=5))

[('prethodnik', 0.8428025245666504),
('saputnik', 0.8391610383987427),
('suprug', 0.8257851004600525),
('premijerov', 0.8162577748298645),
('maleni', 0.8144716620445251)]

<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">Author</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(&#39;https://cdn-uploads.huggingface.co/production/uploads/1673534533167-63bc254fb8c61b8aa496a39b.jpeg?w=200&h=200&f=face&#39;)"> </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">Computation</div> <a href="https://tesla.rgf.bg.ac.rs"> <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-avatars.huggingface.co/v1/production/uploads/63bc254fb8c61b8aa496a39b/TfM_-sc8-b34ddfhHBGTA.png?w=200&h=200&f=face)"> </div> </div> </a> <div style="text-align: center; font-size: 16px; font-weight: 800">TESLA project</div> <div> <a href="https://huggingface.co/te-sla"> <div style="text-align: center; font-size: 14px;">@te-sla</div> </a> </div> </div> </div> <br/>

@inproceedings{stankovic-dict2vec,
  author    = {Ranka Stanković, Jovana Rađenović, Mihailo Škorić, Marko Putniković},
  title     = {Learning Word Embeddings using Lexical Resources and Corpora},
  booktitle   = {15th International Conference on Information Society and Technology, ISIST 2025, Kopaonik},
  year      = {2025},
  address = {Kopaonik, Belgrade}
  publisher = {SASA, Belgrade},
  url       = {https://doi.org/10.5281/zenodo.15093900}
}

<div id="zastava"> <div class="grb"> <img src="https://www.ai.gov.rs/img/logo_60x120-2.png" style="position:relative; left:30px; z-index:10; height:85px"> </div> <table width=100% style="border:0px"> <tr style="background-color:#C6363C;width:100%;border:0px;height:30px"><td style="width:100vw"></td></tr> <tr style="background-color:#0C4076;width:100%;border:0px;height:30px"><td></td></tr> <tr style="background-color:#ffffff;width:100%;border:0px;height:30px"><td></td></tr> </table> </div> <table style="width:100%;height:100%"> <tr style="width:100%;height:100%"> <td width=50%> <p>Истраживање jе спроведено уз подршку Фонда за науку Републике Србиjе, #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> <style> .ffeat: { color:red } .cover { width: 100%; margin-bottom: 5pt } .highlight-container, .highlight { position: relative; text-decoration:none } .highlight-container { display: inline-block; } .highlight{ color:white; text-transform:uppercase; font-size: 16pt; } .highlight-container{ padding:5px 10px } .highlight-container:before { content: " "; display: block; height: 100%; width: 100%; margin-left: 0px; margin-right: 0px; position: absolute; background: #e80909; transform: rotate(2deg); top: -1px; left: -1px; border-radius: 20% 25% 20% 24%; padding: 10px 18px 18px 10px; } div.grb, #zastava>table { position:absolute; top:0px; left: 0px; margin:0px } div.grb>img, #zastava>table{ margin:0px } #zastava { position: relative; margin-bottom:120px } p { font-size:14pt } </style>