Fred Philippy
Scholar

Fred Philippy

Google Scholar ID: P0O9s6IAAAAJ
University of Luxembourg
Natural Language ProcessingDeep LearningData Science
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
107
 
H-index
4
 
i10-index
3
 
Publications
13
 
Co-authors
0
 
Contact
Emailfred.philippy@uni.luGitHubOpen ↗LinkedInOpen ↗
Publications
8 items
LëtzCross: A Cross-Lingual Page-Level Benchmark for Multimodal Retrieval over Luxembourgish Documents
2026
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0
When English Isn't the Best Teacher: Source Language Effects in Cross-Lingual In-Context Learning
2026
Cited
0
Why Low-Resource NLP Needs More Than Cross-Lingual Transfer: Lessons Learned from Luxembourgish
2026
Cited
0
ltzGLUE: Luxembourgish General Language Understanding Evaluation
2026
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0
LuxBorrow: From Pompier to Pompjee, Tracing Borrowing in Luxembourgish
2026
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0
A Parallel Cross-Lingual Benchmark for Multimodal Idiomaticity Understanding
2026
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0
LuxInstruct: A Cross-Lingual Instruction Tuning Dataset For Luxembourgish
2025
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0
Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning
2025
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0
Resume
Academic Achievements
  • - Publications:
  • - Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning
  • - LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings
  • - Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to Luxembourgish
  • - Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More
  • - Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review
  • - Identifying the Correlation Between Language Distance and Cross-Lingual Transfer in a Multilingual Representation Space
  • - Conference Presentations:
  • - SnT Partnership Day
  • - 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL 2025)
  • - UniDive 3rd General Meeting
  • - The 31st International Conference on Computational Linguistics (COLING 2025)
  • - 4th International Conference 'Language in the Human-Machine Era'
  • - European Language Data Space (LDS) Country Workshop
  • - Elements of AI: Closing Conference
Research Experience
  • - Work Experience: SnT, University of Luxembourg
  • - Research Projects: Multilingual language models and cross-lingual NLP
  • - Position: PhD Candidate
Education
  • - Degree: PhD Candidate
  • - School: University of Luxembourg
  • - Advisor: Not explicitly mentioned
  • - Time: Not explicitly mentioned
  • - Major: Natural Language Processing (NLP)
Background
  • - Research Interests: Multilingual language models and cross-lingual NLP, with a focus on low-resource languages and parameter-efficient methods
  • - Professional Field: Natural Language Processing (NLP)
  • - Introduction: I'm Fred, a PhD candidate at the Interdisciplinary Centre for Security, Reliability and Trust (SnT) at the University of Luxembourg.