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facebookresearch/StarSpace

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Learning embeddings for classification, retrieval and ranking.

12 mentions on Hacker News by 9 people: 4 stories, 8 comments · first 2017-09-14 · latest 2024-04-25

Mentions per year 12 mentions · busiest year 2017 (6)
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  1. …these people"). Back when I was working on them I found Starspace wonderfully easy and effective: https://github.com/facebookresearch/StarSpace
    comment by nl · 2024-04-25 · in Quaternion Knowledge Graph Embeddings (2019)
  2. I like https://github.com/facebookresearch/Starspace#graphspace-lin... for fast and easy graph embedding generation via a GNN.
    comment by nl · 2020-02-18 · in Graph Neural Networks – An Overview
  3. …pytorch-biggraph[3] (released 2 days ago) scales to trillions of edges and billions of nodes. [1] https://github.com/facebookresearch/StarSpace [2] https://arxiv.org/abs/1803.09473 [3] https://ai.facebook.com/blog/open-sourcing-pytorch-bigg…
    comment by nl · 2019-04-05 · in AmpliGraph: A TensorFlow-Based Library for Knowledge Graph Embeddings
  4. …you do a graph representation on one side, and a phrase/sentence representation on the other. [1] https://github.com/facebookresearch/Starspace
    comment by nl · 2019-02-18 · in NL-Graphs: A Hybrid Approach Toward Interactively Querying Semantic Data [pdf]
  5. …confused it with StarSpace [0], also by Facebook Research, which was indeed published in 2017? [0] https://github.com/facebookresearch/StarSpace
    comment by Radim · 2018-01-05 · in Machine Learning Projects for the Past Year
  6. https://github.com/facebookresearch/StarSpace/issues/38
    comment by anewhnaccount2 · 2017-10-22 · in Word embeddings in 2017: Trends and future directions
  7. …entity embeddings, of which word embeddings are just one type. It's a whole family of algorithms. https://github.com/facebookresearch/Starspace/
    comment by visarga · 2017-10-22 · in Word embeddings in 2017: Trends and future directions
  8. …which also shows how this simple "entity embeddings" approach can be used for different tasks. [1] https://github.com/facebookresearch/StarSpace
    comment by Matumio · 2017-10-19 · in Word vectors are awesome but you don’t need a neural network to find them