← Search

Fred Philippy

2 accepted papers

2025

LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings

COLING 2025main

Sentence embedding models play a key role in various Natural Language Processing tasks, such as in Topic Modeling, Document Clustering and Recommendation Systems. However, these models rely heavily on parallel data, which can be scarce for many low-resource languages, including Luxembourgish. This s…

2023

Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review

ACL 2023long

In recent years, pre-trained Multilingual Language Models (MLLMs) have shown a strong ability to transfer knowledge across different languages. However, given that the aspiration for such an ability has not been explicitly incorporated in the design of the majority of MLLMs, it is challenging to obt…

Cited by 30SourcePDFScholar