Add Levy and Goldberg (2014) to the references
The entry was already in templates/references.html.ep, commented out, with
a link to the old papers.nips.cc path. It is uncommented, completed with
volume and pages, repointed at the URL that path now redirects to, and
added to the Readme as well.
Nothing in the text cites it. Whether the dot product the predictive
collocators are computed from corresponds to the shifted PMI the paper
derives for SGNS has not been checked for this position-specific variant,
so it stands as background rather than as a justification.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Change-Id: Ib9096a6a6c274d1f4e8e20e0f103d1a9dc5c4006
diff --git a/README.md b/README.md
index dec08e4..0d92543 100644
--- a/README.md
+++ 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
--- a/templates/references.html.ep
+++ b/templates/references.html.ep
@@ -53,11 +53,12 @@
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., & Trancoso, I. (2015):</p>
<p class="reference"><a href="http://www.cs.cmu.edu/~lingwang/papers/naacl2015.pdf">Two/too simple adaptations of