Added high dimensional GloVe vectors

Author: sdadas

README.md

@@ -63,7 +63,13 @@ if __name__ == '__main__':
 ```
 
 [Download (Google Drive)](https://drive.google.com/open?id=1hLGZYOzG543p18ac-AfEsGXQGO6ioKex) or [Download (GitHub)](https://github.com/sdadas/polish-nlp-resources/releases/download/v1.0/glove.zip)
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+
+**High dimensional GloVe vectors** - Pre-trained vectors using the same vocabulary as above but with higher dimensionality. These vectors are more suitable for representing larger chunks of text such as sentences or documents using simple word aggregation methods (averaging, max pooling etc.) as more semantic information is preserved this way.
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+**300d:** [Part 1 (GitHub)](https://github.com/sdadas/polish-nlp-resources/releases/download/glove-hd/glove_300_3_polish.zip.001) \
+**500d:** [Part 1 (GitHub)](https://github.com/sdadas/polish-nlp-resources/releases/download/glove-hd/glove_500_3_polish.zip.001) [Part 2 (GitHub)](https://github.com/sdadas/polish-nlp-resources/releases/download/glove-hd/glove_500_3_polish.zip.002) \
+**800d:** [Part 1 (GitHub)](https://github.com/sdadas/polish-nlp-resources/releases/download/glove-hd/glove_800_3_polish.zip.001) [Part 2 (GitHub)](https://github.com/sdadas/polish-nlp-resources/releases/download/glove-hd/glove_800_3_polish.zip.002) [Part 3 (GitHub)](https://github.com/sdadas/polish-nlp-resources/releases/download/glove-hd/glove_800_3_polish.zip.003) 
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 ### ELMo
 
 Embeddings from Language Models (ELMo) is a contextual embedding presented in [Deep contextualized word representations](https://arxiv.org/abs/1802.05365) by Peters et al. Sample usage with PyTorch below, for a more detailed instructions for integrating ELMo with your model please refer to the official repositories [github.com/allenai/bilm-tf](https://github.com/allenai/bilm-tf) (Tensorflow) and [github.com/allenai/allennlp](https://github.com/allenai/allennlp) (PyTorch).
@@ -145,8 +151,8 @@ print(model.translate(sentence="Zespół astronomów odkrył w konstelacji Panny
 # A team of astronomers discovered an extraordinary planet in the constellation of Virgo.
 ```
 
-Polish-English convolutional model: [Download (GitHub)](https://github.com/sdadas/polish-nlp-resources/releases/download/nmt-models-conv/polish-english-conv.zip) \
-English-Polish convolutional model: [Download (GitHub)](https://github.com/sdadas/polish-nlp-resources/releases/download/nmt-models-conv/english-polish-conv.zip)
+**Polish-English convolutional model:** [Download (GitHub)](https://github.com/sdadas/polish-nlp-resources/releases/download/nmt-models-conv/polish-english-conv.zip) \
+**English-Polish convolutional model:** [Download (GitHub)](https://github.com/sdadas/polish-nlp-resources/releases/download/nmt-models-conv/english-polish-conv.zip)
 
 ## Dictionaries and lexicons