Table · dataset · 2022
KnutJaegersberg/interpretable_word_embeddings
Listed in Hugging Face Datasets
Description
These word embeddings were computed using the POLAR technique to reproject 'common' word embeddings into roundabout 700 interpretable dimensions of polar opposites (i.e. good/bad). I just used their scripts here: github.com/Sandipan99/POLAR I applied those on the wikidata5m embeddings, 5 million knowledge graph embeddings (SimplE). graphvite.io/docs/latest/pretrained_model.html As the model became too huge, I further filtered it for overlap with fasttext embedding tokens.… See the full description on the dataset page: huggingface.co/datasets/KnutJaegersberg/interpretable_word_embeddings.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/KnutJaegersberg/interpretable_word_embeddings ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/KnutJaegersberg/interpretable_word_embeddings ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | KnutJaegersberg/interpretable_word_embeddings | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:tabular | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |