Word2Vec
embedding technique
Overview
Developed byTomas Mikolov
Founded2013
LicenseApache License 2.0
Open source✓ Open Source
Use caselearning vector representations of words
Integrates with
Knowledge graph stats
Claims21
Avg confidence92%
Avg freshness99%
Last updatedUpdated 4 days ago
WikidataQ18758865
Trust distribution
100% unverified
Governance
Not assessed
Word2Vec
concept
Neural network technique for learning word embeddings from text corpora
Compare with...primary use case
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| learning vector representations of words | ○Unverified | High | Fresh | 1 |
| natural language processing word embeddings | ○Unverified | High | Fresh | 1 |
pricing model
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| free | ○Unverified | High | Fresh | 1 |
implemented by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| ○Unverified | High | Fresh | 1 | |
| original C implementation | ○Unverified | High | Fresh | 1 |
| gensim library | ○Unverified | Moderate | Fresh | 1 |
| TensorFlow | ○Unverified | Moderate | Fresh | 1 |
open source
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| true | ○Unverified | High | Fresh | 1 |
developed by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Tomas Mikolov | ○Unverified | High | Fresh | 1 |
| ○Unverified | High | Fresh | 1 |
supports model
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| CBOW | ○Unverified | High | Fresh | 1 |
| Skip-gram | ○Unverified | High | Fresh | 1 |
based on
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| neural networks | ○Unverified | High | Fresh | 1 |
founded year
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| 2013 | ○Unverified | High | Fresh | 1 |
governed by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| distributional hypothesis | ○Unverified | High | Fresh | 1 |
| neural network principles | ○Unverified | Moderate | Fresh | 1 |
integrates with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Gensim | ○Unverified | High | Fresh | 1 |
| TensorFlow | ○Unverified | Moderate | Fresh | 1 |
alternative to
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| GloVe | ○Unverified | Moderate | Fresh | 1 |
| FastText | ○Unverified | Moderate | Fresh | 1 |
license type
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Apache License 2.0 | ○Unverified | Moderate | Fresh | 1 |