GloVe

GloVe

Stanford NLP
+
+

Related Products

  • Expedience Software
    31 Ratings
    Visit Website
  • NINJIO
    415 Ratings
    Visit Website
  • Hostinger
    62,782 Ratings
    Visit Website
  • TinyPNG
    49 Ratings
    Visit Website
  • netTerrain DCIM
    24 Ratings
    Visit Website
  • Adaptive Security
    83 Ratings
    Visit Website
  • A10 Defend Threat Control
    32 Ratings
    Visit Website
  • wp2print
    23 Ratings
    Visit Website
  • Convesio
    55 Ratings
    Visit Website
  • Azore CFD
    24 Ratings
    Visit Website

About

GloVe (Global Vectors for Word Representation) is an unsupervised learning algorithm developed by the Stanford NLP Group to obtain vector representations for words. It constructs word embeddings by analyzing global word-word co-occurrence statistics from a given corpus, resulting in vector spaces where the geometric relationships reflect semantic similarities and differences among words. A notable feature of GloVe is its ability to capture linear substructures within the word vector space, enabling vector arithmetic to express relationships. The model is trained on the non-zero entries of a global word-word co-occurrence matrix, which records how frequently pairs of words appear together in a corpus. This approach efficiently leverages statistical information by focusing on significant co-occurrences, leading to meaningful word representations. Pre-trained word vectors are available for various corpora, including Wikipedia 2014.

About

No one wants their AI to respond with out-of-date information to a customer. ‍Neum AI helps companies have accurate and up-to-date context in their AI applications. Use built-in connectors for data sources like Amazon S3 and Azure Blob Storage, vector stores like Pinecone and Weaviate to set up your data pipelines in minutes. Supercharge your data pipeline by transforming and embedding your data with built-in connectors for embedding models like OpenAI and Replicate, and serverless functions like Azure Functions and AWS Lambda. Leverage role-based access controls to make sure only the right people can access specific vectors. Bring your own embedding models, vector stores and sources. Ask us about how you can even run Neum AI in your own cloud.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Data scientists in search of a solution to enhance their natural language processing models with word embeddings that capture global statistical information from large text corpora

Audience

Developers searching for a platform to connect and sync data into vector stores for fast query and search

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Stanford NLP
United States
nlp.stanford.edu/projects/glove/

Company Information

Neum AI
www.neum.ai/

Alternatives

Alternatives

Gensim

Gensim

Radim Řehůřek
txtai

txtai

NeuML
LexVec

LexVec

Alexandre Salle
word2vec

word2vec

Google

Categories

Categories

Integrations

AWS Lambda
Amazon S3
Azure Blob Storage
Azure Functions
ChatGPT
GPT-3
GPT-3.5
GPT-4
OpenAI
Replicate

Integrations

AWS Lambda
Amazon S3
Azure Blob Storage
Azure Functions
ChatGPT
GPT-3
GPT-3.5
GPT-4
OpenAI
Replicate
Claim GloVe and update features and information
Claim GloVe and update features and information
Claim Neum AI and update features and information
Claim Neum AI and update features and information