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Fixed README for new github format
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Russell Stewart committed Mar 21, 2017
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## GloVe: Global Vectors for Word Representation

<em>frog</em> nearest neighbors | Litoria | Leptodactylidae | Rana | Eleutherodactylus
-------------------------|:-------------------------:|:-------------------------:|:-------------------------:|:-------------------------:|
<li> frogs <li> toad <li> litoria <li> leptodactylidae <li> rana <li> lizard <li> eleutherodactylus | ![](http:https://nlp.stanford.edu/projects/glove/images/litoria.jpg) | ![](http:https://nlp.stanford.edu/projects/glove/images/leptodactylidae.jpg) | ![](http:https://nlp.stanford.edu/projects/glove/images/rana.jpg) | ![](http:https://nlp.stanford.edu/projects/glove/images/eleutherodactylus.jpg)

man -> woman | city -> zip | comparative -> superlative
:-------------------------:|:-------------------------:|:-------------------------:|:-------------------------:|
![](http:https://nlp.stanford.edu/projects/glove/images/man_woman_small.jpg) | ![](http:https://nlp.stanford.edu/projects/glove/images/city_zip_small.jpg) | ![](http:https://nlp.stanford.edu/projects/glove/images/comparative_superlative_small.jpg)
| nearest neighbors of <em>frog</em> | Litoria | Leptodactylidae | Rana | Eleutherodactylus |
| --- | ------------------------------- | ------------------- | ---------------- | ------------------- |
| Pictures | <img src="http:https://nlp.stanford.edu/projects/glove/images/litoria.jpg"></img> | <img src="http:https://nlp.stanford.edu/projects/glove/images/leptodactylidae.jpg"></img> | <img src="http:https://nlp.stanford.edu/projects/glove/images/rana.jpg"></img> | <img src="http:https://nlp.stanford.edu/projects/glove/images/eleutherodactylus.jpg"></img> |

| Comparisons | man -> woman | city -> zip | comparative -> superlative |
| --- | ------------------------|-------------------------|-------------------------|
| GloVe Geometry | <img src="http:https://nlp.stanford.edu/projects/glove/images/man_woman_small.jpg"></img> | <img src="http:https://nlp.stanford.edu/projects/glove/images/city_zip_small.jpg"></img> | <img src="http:https://nlp.stanford.edu/projects/glove/images/comparative_superlative_small.jpg"></img> |



We provide an implementation of the GloVe model for learning word representations, and describe how to download web-dataset vectors or train your own. See the [project page](http:https://nlp.stanford.edu/projects/glove/) or the [paper](http:https://nlp.stanford.edu/pubs/glove.pdf) for more information on glove vectors.

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