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Reliable Measures of Spread in High Dimensional Latent Spaces

Reliable Measures of Spread in High Dimensional Latent Spaces

15 December 2022
Anna C. Marbut
Katy McKinney-Bock
Travis J. Wheeler
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Papers citing "Reliable Measures of Spread in High Dimensional Latent Spaces"

3 / 3 papers shown
Title
Exploring the Impact of a Transformer's Latent Space Geometry on
  Downstream Task Performance
Exploring the Impact of a Transformer's Latent Space Geometry on Downstream Task Performance
Anna C. Marbut
John W. Chandler
Travis J. Wheeler
37
0
0
18 Jun 2024
How Does Fine-tuning Affect the Geometry of Embedding Space: A Case
  Study on Isotropy
How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy
S. Rajaee
Mohammad Taher Pilehvar
73
20
0
10 Sep 2021
Low Anisotropy Sense Retrofitting (LASeR) : Towards Isotropic and Sense
  Enriched Representations
Low Anisotropy Sense Retrofitting (LASeR) : Towards Isotropic and Sense Enriched Representations
Geetanjali Bihani
Julia Taylor Rayz
31
13
0
22 Apr 2021
1