Datasets:
Create README.md
Browse files
README.md
ADDED
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: cc0-1.0
|
3 |
+
task_categories:
|
4 |
+
- sentence-similarity
|
5 |
+
language:
|
6 |
+
- en
|
7 |
+
pretty_name: '"UMAP 2D-Projection of glove.6B.50d embeddings"'
|
8 |
+
size_categories:
|
9 |
+
- 100K<n<1M
|
10 |
+
tags:
|
11 |
+
- GloVe
|
12 |
+
- embeddings
|
13 |
+
- semantic search
|
14 |
+
- hpi
|
15 |
+
- workshop
|
16 |
+
---
|
17 |
+
# Dataset Card
|
18 |
+
|
19 |
+
This dataset is a UMAP 2D-projection of the glove.6B.50d embeddings from Stanford. It is intended as a fast reference for visualizing embeddings in a workshop from the AI Service Center Berlin-Brandenburg at the Hasso Plattner Institute.
|
20 |
+
|
21 |
+
## Dataset Details
|
22 |
+
|
23 |
+
### Dataset Description
|
24 |
+
|
25 |
+
The embeddings have a vocabulary of 400k tokens with 2 dimensions each token.
|
26 |
+
|
27 |
+
**Curated by:** [Mario Tormo Romero](https://huggingface.co/mt0rm0)
|
28 |
+
|
29 |
+
**License:** cc0-1.0
|
30 |
+
|
31 |
+
### Dataset Sources
|
32 |
+
This Dataset has been created with UMAP from the [glove.6B.50d embeddings](https://nlp.stanford.edu/projects/glove/).
|
33 |
+
|
34 |
+
## Uses
|
35 |
+
|
36 |
+
This is a dataset created for pegagogical purposes, and is used in the **Working with embeddings** Workshop created and organized by the [AI Service Center Berlin-Brandenburg](https://hpi.de/kisz/) at the [Hasso Plattner Institute](https://hpi.de/).
|
37 |
+
|
38 |
+
## Dataset Creation
|
39 |
+
|
40 |
+
### Curation Rationale
|
41 |
+
|
42 |
+
We want to provide with this dataset a fast way of obtaining the required data for our workshops, without having to process the data for long periods during the workshop.
|