update website with aligned vectors

Summary: Add a webpage with aligned vectors

Reviewed By: piotr-bojanowski

Differential Revision: D9614144

fbshipit-source-id: d168c1116615bcc04ff560750c081800f8361aa4

docs/aligned-vectors.md

@@ -0,0 +1,68 @@
+---
+id: aligned-vectors
+title: Aligned word vectors
+---
+
+We are publishing aligned word vectors for 45 languages based on the pre-trained vectors computed on [*Wikipedia*](https://www.wikipedia.org) using fastText.
+The alignments are performed with the RCSLS method described in [*Joulin et al (2018)*](https://arxiv.org/abs/1804.07745).
+
+### Vectors
+
+The aligned vectors can be downloaded from:
+
+||||
+|-|-|-|
+| Afrikaans: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.af.align.vec) | Arabic: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ar.align.vec) | Bulgarian: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.bg.align.vec) |
+| Bengali: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.bn.align.vec) | Bosnian: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.bs.align.vec) | Catalan;: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ca.align.vec) |
+| Czech: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.cs.align.vec) | Danish: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.da.align.vec) | German: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.de.align.vec) |
+| Greek,: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.el.align.vec) | English: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.en.align.vec) | Spanish;: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.es.align.vec) |
+| Estonian: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.et.align.vec) | Persian: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.fa.align.vec) | Finnish: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.fi.align.vec) |
+| French: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.fr.align.vec) | Hebrew: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.he.align.vec) | Hindi: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.hi.align.vec) |
+| Croatian: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.hr.align.vec) | Hungarian: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.hu.align.vec) | Indonesian: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.id.align.vec) |
+| Italian: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.it.align.vec) | Korean: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ko.align.vec) | Lithuanian: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.lt.align.vec) |
+| Latvian: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.lv.align.vec) | Macedonian: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.mk.align.vec) | Malay: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ms.align.vec) |
+| Dutch;: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.nl.align.vec) | Norwegian: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.no.align.vec) | Polish: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.pl.align.vec) |
+| Portuguese: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.pt.align.vec) | Romanian;: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ro.align.vec) | Russian: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ru.align.vec) |
+| Slovak: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sk.align.vec) | Slovenian: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sl.align.vec) | Albanian: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sq.align.vec) |
+| Swedish: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sv.align.vec) | Tamil: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ta.align.vec) | Thai: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.th.align.vec) |
+| Tagalog: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.tl.align.vec) | Turkish: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.tr.align.vec) | Ukrainian: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.uk.align.vec) |
+| Vietnamese: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.vi.align.vec) | Chinese: [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.zh.align.vec) | - |
+
+### Format
+
+The word vectors come in the default text format of fastText.
+The first line gives the number of vectors and their dimension.
+The other lines contain a word followed by its vector. Each value is space separated.
+
+### License
+
+The word vectors are distributed under the [*Creative Commons Attribution-Share-Alike License 3.0*](https://creativecommons.org/licenses/by-sa/3.0/).
+
+### References
+
+If you use these word vectors, please cite the following papers:
+
+[1] A. Joulin, P. Bojanowski, T. Mikolov, H. Jegou, E. Grave, [*Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion*](https://arxiv.org/abs/1804.07745)
+
+```markup
+@InProceedings{joulin2018loss,
+  title={Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion},
+  author={Joulin, Armand and Bojanowski, Piotr and Mikolov, Tomas and J\'egou, Herv\'e and Grave, Edouard},
+  year={2018},
+  booktitle={Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing},
+}
+```
+
+[2] P. Bojanowski\*, E. Grave\*, A. Joulin, T. Mikolov, [*Enriching Word Vectors with Subword Information*](https://arxiv.org/abs/1607.04606)
+
+```markup
+@article{bojanowski2017enriching,
+  title={Enriching Word Vectors with Subword Information},
+  author={Bojanowski, Piotr and Grave, Edouard and Joulin, Armand and Mikolov, Tomas},
+  journal={Transactions of the Association for Computational Linguistics},
+  volume={5},
+  year={2017},
+  issn={2307-387X},
+  pages={135--146}
+}
+```

docs/pretrained-vectors.md

@@ -116,7 +116,7 @@ The models can be downloaded from:
 ### Format
 
 The word vectors come in both the binary and text default formats of fastText.
-In the text format, each line contain a word followed by its vector. Each value is space separated.
+In the text format, each line contains a word followed by its vector. Each value is space separated.
 Words are ordered by their frequency in a descending order.
 
 ### License

website/sidebars.json

@@ -9,6 +9,7 @@
       "english-vectors",
       "crawl-vectors",
       "pretrained-vectors",
+      "aligned-vectors",
       "supervised-models",
       "language-identification",
       "dataset"