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Fred Philippy's picture

Fred Philippy

fredxlpy
omarelba's profile picture
·
https://philippyfred.com
  • fredxlpy

AI & ML interests

Cross-Lingual and Multilingual LLMs // NLP for Low-Resource Languages // Parameter-Efficient Methods

Organizations

Trustworthy Software Engineering (TruX)'s profile picture

authored a paper 8 months ago

Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning

Paper • 2503.19469 • Published Mar 25
authored 5 papers about 1 year ago

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

Paper • 2412.03331 • Published Dec 4, 2024

Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to Luxembourgish

Paper • 2404.03912 • Published Apr 5, 2024

Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More

Paper • 2402.03782 • Published Feb 6, 2024

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

Paper • 2305.16768 • Published May 26, 2023

Identifying the Correlation Between Language Distance and Cross-Lingual Transfer in a Multilingual Representation Space

Paper • 2305.02151 • Published May 3, 2023
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