diff --git a/README.md b/README.md
index dec08e4..0d92543 100644
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+++ b/README.md
@@ -380,6 +380,8 @@
 
 Kupietz, M. / Lüngen, H. / Kamocki, P./ Witt, A. (2018): German Reference Corpus DeReKo: New Developments – New Opportunities. In: Calzolari, N. et al (eds): Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC 2018). Miyazaki: ELRA, 4353-4360
 
+Levy, Omer / Goldberg, Yoav (2014): [Neural Word Embedding as Implicit Matrix Factorization](https://proceedings.neurips.cc/paper_files/paper/2014/file/b78666971ceae55a8e87efb7cbfd9ad4-Paper.pdf). In: Advances in Neural Information Processing Systems 27 (NIPS 2014), 2177–2185.
+
 Ling, Wang / Dyer, C. / Black, A. / Trancoso, I. (2015): Two/too simple adaptations of word2vec for syntax problems. In Proc. of NAACL.
 
 Mikolov, T. / Sutskever, I. / Chen, K. / Corrado, G. S. / Dean, J.(2013):  Distributed representations of words and phrases and their compositionality. In Proceedings of NIPS (Advances in Neural Information Processing Systems) 2013, 3111–3119.
diff --git a/templates/references.html.ep b/templates/references.html.ep
index 363b417..4376691 100644
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     In: Calzolari, N. et al (eds):  Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC 2018). Miyazaki: ELRA, 4353-4360</p>
 
 
-    <!-- <p class="refkey">Levy, Omer; Goldberg, Yoav (2014): </p>
+<p class="refkey">Levy, Omer/Goldberg, Yoav (2014): </p>
 <p class="reference"><a
-        href="http://papers.nips.cc/paper/5477-neural-word-embedding-as-implicit-matrix-factorization.pdf">Neural Word
-        Embedding as Implicit Matrix Factorization</a> (PDF). NIPS.
-</p> -->
+        href="https://proceedings.neurips.cc/paper_files/paper/2014/file/b78666971ceae55a8e87efb7cbfd9ad4-Paper.pdf">Neural Word
+        Embedding as Implicit Matrix Factorization</a>. In: Advances in Neural Information Processing Systems 27
+    (NIPS 2014), pp. 2177–2185.
+</p>
 
 <p class="refkey">Ling, W., Dyer, C., Black, A., &amp; Trancoso, I. (2015):</p>
 <p class="reference"><a href="http://www.cs.cmu.edu/~lingwang/papers/naacl2015.pdf">Two/too simple adaptations of