An Isotropy Analysis in the Multilingual BERT Embedding Space

9 October 2021

Papers citing "An Isotropy Analysis in the Multilingual BERT Embedding Space"

7 / 7 papers shown

Title
CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement Gaifan Zhang Yi Zhou Danushka Bollegala 144 0 0 21 Mar 2025
Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity Katharina Hämmerl Alina Fastowski Jindrich Libovický Alexander M. Fraser 20 6 0 01 Jun 2023
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning Rochelle Choenni Dan Garrette Ekaterina Shutova 32 15 0 22 May 2023
Byte Pair Encoding for Symbolic Music Nathan Fradet Nicolas Gutowski F. Chhel Jean-Pierre Briot 27 15 0 27 Jan 2023
A Natural Bias for Language Generation Models Clara Meister Wojciech Stokowiec Tiago Pimentel Lei Yu Laura Rimell A. Kuncoro MILM 25 6 0 19 Dec 2022
The Geometry of Multilingual Language Model Representations Tyler A. Chang Z. Tu Benjamin Bergen 16 56 0 22 May 2022
All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality William Timkey Marten van Schijndel 213 110 0 09 Sep 2021