Update README.md

ddangelov · Oct 15, 2020 · 950c149 · 950c149
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@@ -127,7 +127,7 @@ For more information view the [API guide](https://top2vec.readthedocs.io/en/late
 
 Pretrained Models <a name="pretrained"></a>
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-Doc2Vec will be used by default to generate joint word and document embedding. However there are also pretrained `embedding_model` options:
+Doc2Vec will be used by default to generate the joint word and document embeddings. However there are also pretrained `embedding_model` options:
 
   * `universal-sentence-encoder`
   * `universal-sentence-encoder-multilingual`