Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language: eng
|
| 3 |
+
tags:
|
| 4 |
+
- word2vec
|
| 5 |
+
datasets: Google_News_2013
|
| 6 |
+
license: cc-by-4.0
|
| 7 |
+
---
|
| 8 |
+
|
| 9 |
+
## Information
|
| 10 |
+
A word2vec model trained by Andrey Kutuzov (andreku@ifi.uio.no) on a vocabulary of size 2883863 corresponding to 100000000000 tokens from the dataset `Google_News_2013`.
|
| 11 |
+
The model is trained with the following properties: no lemmatization and postag with the algorith Gensim Continuous Skipgram with no window and dimension of 300.
|
| 12 |
+
|
| 13 |
+
## How to use?
|
| 14 |
+
```
|
| 15 |
+
from gensim.models import KeyedVectors
|
| 16 |
+
from huggingface_hub import hf_hub_download
|
| 17 |
+
model = KeyedVectors.load_word2vec_format(hf_hub_download(repo_id="Word2vec/eng_non_lem_postag_300_cont_skip_no_win", filename="model.bin"), binary=True, unicode_errors="ignore")
|
| 18 |
+
```
|
| 19 |
+
|
| 20 |
+
## Citation
|
| 21 |
+
Fares, Murhaf; Kutuzov, Andrei; Oepen, Stephan & Velldal, Erik (2017). Word vectors, reuse, and replicability: Towards a community repository of large-text resources, In Jörg Tiedemann (ed.), Proceedings of the 21st Nordic Conference on Computational Linguistics, NoDaLiDa, 22-24 May 2017. Linköping University Electronic Press. ISBN 978-91-7685-601-7
|