How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy

10 September 2021

Papers citing "How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy"

5 / 5 papers shown

Title
What's left can't be right -- The remaining positional incompetence of contrastive vision-language models Nils Hoehing Ellen Rushe Anthony Ventresque VLM 18 2 0 20 Nov 2023
Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity Katharina Hämmerl Alina Fastowski Jindrich Libovický Alexander Fraser 25 6 0 01 Jun 2023
Reliable Measures of Spread in High Dimensional Latent Spaces Anna C. Marbut Katy McKinney-Bock Travis J. Wheeler 30 2 0 15 Dec 2022
Outliers Dimensions that Disrupt Transformers Are Driven by Frequency Giovanni Puccetti Anna Rogers Aleksandr Drozd F. Dell’Orletta 76 42 0 23 May 2022
Probing Linguistic Systematicity Emily Goodwin Koustuv Sinha Timothy J. O'Donnell 96 58 0 08 May 2020