|
--- |
|
license: cc0-1.0 |
|
task_categories: |
|
- sentence-similarity |
|
language: |
|
- en |
|
pretty_name: '"UMAP 2D-Projection of glove.6B.50d embeddings"' |
|
size_categories: |
|
- 100K<n<1M |
|
tags: |
|
- GloVe |
|
- embeddings |
|
- semantic search |
|
- hpi |
|
- workshop |
|
--- |
|
# Dataset Card |
|
|
|
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. |
|
|
|
## Dataset Details |
|
|
|
### Dataset Description |
|
|
|
The embeddings have a vocabulary of 400k tokens with 2 dimensions each token. |
|
|
|
**Curated by:** [Mario Tormo Romero](https://huggingface.co/mt0rm0) |
|
|
|
**License:** cc0-1.0 |
|
|
|
### Dataset Sources |
|
This Dataset has been created with UMAP from the [glove.6B.50d embeddings](https://nlp.stanford.edu/projects/glove/). |
|
|
|
## Uses |
|
|
|
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/). |
|
|
|
## Dataset Creation |
|
|
|
### Curation Rationale |
|
|
|
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. |
|
|