paper link

dsfsi · Jul 15, 2019 · fc98917 · fc98917
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diff --git a/README.md b/README.md
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-# [TextAugment: Improving short text classification through global augmentation methods]() 
+# [TextAugment: Improving short text classification through global augmentation methods](https://arxiv.org/abs/1907.03752) 
 
 TextAugment is a Python 3 library for augmenting text for natural language processing applications. TextAugment stands on the giant shoulders of [NLTK](https://www.nltk.org/), [Gensim](https://radimrehurek.com/gensim/), and [TextBlob](https://textblob.readthedocs.io/) and plays nicely with them.
 
 ## Citation Paper
 
-**[Improving short text classification through global augmentation methods]()** published to MLDM
+**[Improving short text classification through global augmentation methods](https://arxiv.org/abs/1907.03752)** published to [MLDM 2019](http://mldm.de)
 
 ![alt text](https://raw.githubusercontent.com/dsfsi/textaugment/master/augment.png "Augmentation methods")
 
@@ -135,7 +135,7 @@ In the afternoon John goes to town
 * [Vukosi Marivate](http://www.vima.co.za) (http://www.vima.co.za)
 
 ## Acknowledgements
-Cite this [paper](#) when using this library.
+Cite this [paper](https://arxiv.org/abs/1907.03752) when using this library.
 
 ## Licence
 MIT licensed. See the bundled [LICENCE](LICENCE) file for more details.
diff --git a/requirements.txt b/requirements.txt
@@ -1,5 +1,5 @@
 gensim>=3.4.0
-nltk>=3.2.5
+nltk>=3.3
 numpy>=1.14
-googletrans>=2.3.0
+googletrans>=2.4.0
 textblob>=0.15.2