research
∙
05/22/2023
How do languages influence each other? Studying cross-lingual data sharing during LLM fine-tuning
Multilingual large language models (MLLMs) are jointly trained on data f...
share
research
∙
10/31/2022
Data-Efficient Cross-Lingual Transfer with Language-Specific Subnetworks
Large multilingual language models typically share their parameters acro...
research
∙
09/21/2021
Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you?
In this paper, we investigate what types of stereotypical information ar...
research
∙
10/24/2020
Cross-neutralising: Probing for joint encoding of linguistic information in multilingual models
Multilingual sentence encoders are widely used to transfer NLP models ac...
research
∙
09/27/2020
What does it mean to be language-agnostic? Probing multilingual sentence encoders for typological properties
Multilingual sentence encoders have seen much success in cross-lingual m...
research
∙
06/04/2019
Blackbox meets blackbox: Representational Similarity and Stability Analysis of Neural Language Models and Brains
In this paper, we define and apply representational stability analysis (...
research
∙
04/24/2019
Semantic Drift in Multilingual Representations
Multilingual representations have mostly been evaluated based on their p...
research
∙
04/04/2019