Why Low-Resource NLP Needs More Than Cross-Lingual Transfer: Lessons Learned from Luxembourgish
Fuente:
arXiv
Saved in:
| Main Authors: | Philippy, Fred, Guo, Siwen, Klein, Jacques, Bissyandé, Tegawendé F. |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings
by: Philippy, Fred, et al.
Published: (2024)
by: Philippy, Fred, et al.
Published: (2024)
LuxInstruct: A Cross-Lingual Instruction Tuning Dataset For Luxembourgish
by: Philippy, Fred, et al.
Published: (2025)
by: Philippy, Fred, et al.
Published: (2025)
Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More
by: Philippy, Fred, et al.
Published: (2024)
by: Philippy, Fred, et al.
Published: (2024)
Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning
by: Philippy, Fred, et al.
Published: (2025)
by: Philippy, Fred, et al.
Published: (2025)
Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to Luxembourgish
by: Philippy, Fred, et al.
Published: (2024)
by: Philippy, Fred, et al.
Published: (2024)
Identifying the Correlation Between Language Distance and Cross-Lingual Transfer in a Multilingual Representation Space
by: Philippy, Fred, et al.
Published: (2023)
by: Philippy, Fred, et al.
Published: (2023)
LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning
by: Sun, Tiezhu, et al.
Published: (2023)
by: Sun, Tiezhu, et al.
Published: (2023)
Memorization or Interpolation ? Detecting LLM Memorization through Input Perturbation Analysis
by: Djiré, Albérick Euraste, et al.
Published: (2025)
by: Djiré, Albérick Euraste, et al.
Published: (2025)
LuxBorrow: From Pompier to Pompjee, Tracing Borrowing in Luxembourgish
by: Hosseini-Kivanani, Nina, et al.
Published: (2026)
by: Hosseini-Kivanani, Nina, et al.
Published: (2026)
Using Contrastive Learning to Improve Two-Way Reasoning in Large Language Models: The Obfuscation Task as a Case Study
by: Nikiema, Serge Lionel, et al.
Published: (2025)
by: Nikiema, Serge Lionel, et al.
Published: (2025)
The Struggles of LLMs in Cross-lingual Code Clone Detection
by: Moumoula, Micheline Bénédicte, et al.
Published: (2024)
by: Moumoula, Micheline Bénédicte, et al.
Published: (2024)
Dictionaries to the Rescue: Cross-Lingual Vocabulary Transfer for Low-Resource Languages Using Bilingual Dictionaries
by: Sakajo, Haruki, et al.
Published: (2025)
by: Sakajo, Haruki, et al.
Published: (2025)
BhashaSetu: Cross-Lingual Knowledge Transfer from High-Resource to Extreme Low-Resource Languages
by: Maji, Subhadip, et al.
Published: (2026)
by: Maji, Subhadip, et al.
Published: (2026)
The Algebra of Meaning: Why Machines Need Montague More Than Moore's Law
by: Jeong, Cheonkam, et al.
Published: (2025)
by: Jeong, Cheonkam, et al.
Published: (2025)
Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages
by: Toukmaji, Christopher
Published: (2024)
by: Toukmaji, Christopher
Published: (2024)
Reinforcement Learning-Guided Chain-of-Draft for Token-Efficient Code Generation
by: Tang, Xunzhu, et al.
Published: (2025)
by: Tang, Xunzhu, et al.
Published: (2025)
Towards Cross-Lingual Audio Abuse Detection in Low-Resource Settings with Few-Shot Learning
by: Sankaran, Aditya Narayan, et al.
Published: (2024)
by: Sankaran, Aditya Narayan, et al.
Published: (2024)
Cross-Lingual Stability and Bias in Instruction-Tuned Language Models for Humanitarian NLP
by: Nemkova, Poli, et al.
Published: (2025)
by: Nemkova, Poli, et al.
Published: (2025)
Cross-Lingual Transfer and Parameter-Efficient Adaptation in the Turkic Language Family: A Theoretical Framework for Low-Resource Language Models
by: Ibrahimzade, O., et al.
Published: (2026)
by: Ibrahimzade, O., et al.
Published: (2026)
TaCo: Enhancing Cross-Lingual Transfer for Low-Resource Languages in LLMs through Translation-Assisted Chain-of-Thought Processes
by: Upadhayay, Bibek, et al.
Published: (2023)
by: Upadhayay, Bibek, et al.
Published: (2023)
Towards Open-Ended Discovery for Low-Resource NLP
by: Dossou, Bonaventure F. P., et al.
Published: (2025)
by: Dossou, Bonaventure F. P., et al.
Published: (2025)
How Small Transformation Expose the Weakness of Semantic Similarity Measures
by: Nikiema, Serge Lionel, et al.
Published: (2025)
by: Nikiema, Serge Lionel, et al.
Published: (2025)
Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages
by: Sohn, Jimin, et al.
Published: (2024)
by: Sohn, Jimin, et al.
Published: (2024)
Cross-Lingual Probing and Community-Grounded Analysis of Gender Bias in Low-Resource Bengali
by: Reaj, Md Asgor Hossain, et al.
Published: (2026)
by: Reaj, Md Asgor Hossain, et al.
Published: (2026)
Do Large Language Models Grasp The Grammar? Evidence from Grammar-Book-Guided Probing in Luxembourgish
by: Li, Lujun, et al.
Published: (2025)
by: Li, Lujun, et al.
Published: (2025)
Assessing Spear-Phishing Website Generation in Large Language Model Coding Agents
by: Malloy, Tailia, et al.
Published: (2026)
by: Malloy, Tailia, et al.
Published: (2026)
mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models?
by: Hua, Tianze, et al.
Published: (2024)
by: Hua, Tianze, et al.
Published: (2024)
Adversarial Camouflage
by: Borsukiewicz, Paweł, et al.
Published: (2026)
by: Borsukiewicz, Paweł, et al.
Published: (2026)
Event Extraction in Basque: Typologically motivated Cross-Lingual Transfer-Learning Analysis
by: Zubillaga, Mikel, et al.
Published: (2024)
by: Zubillaga, Mikel, et al.
Published: (2024)
Code-Switching In-Context Learning for Cross-Lingual Transfer of Large Language Models
by: Yoo, Haneul, et al.
Published: (2025)
by: Yoo, Haneul, et al.
Published: (2025)
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need?
by: Santosh, T. Y. S. S, et al.
Published: (2024)
by: Santosh, T. Y. S. S, et al.
Published: (2024)
DetectBERT: Towards Full App-Level Representation Learning to Detect Android Malware
by: Sun, Tiezhu, et al.
Published: (2024)
by: Sun, Tiezhu, et al.
Published: (2024)
Meta-Pretraining for Zero-Shot Cross-Lingual Named Entity Recognition in Low-Resource Philippine Languages
by: Africa, David Demitri, et al.
Published: (2025)
by: Africa, David Demitri, et al.
Published: (2025)
Think Carefully and Check Again! Meta-Generation Unlocking LLMs for Low-Resource Cross-Lingual Summarization
by: Li, Zhecheng, et al.
Published: (2024)
by: Li, Zhecheng, et al.
Published: (2024)
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning
by: Tu, Lifu, et al.
Published: (2023)
by: Tu, Lifu, et al.
Published: (2023)
Less is More: Resource-Efficient Low-Rank Adaptation
by: Tian, Chunlin, et al.
Published: (2025)
by: Tian, Chunlin, et al.
Published: (2025)
The Code Barrier: What LLMs Actually Understand?
by: Nikiema, Serge Lionel, et al.
Published: (2025)
by: Nikiema, Serge Lionel, et al.
Published: (2025)
LiveCLKTBench: Towards Reliable Evaluation of Cross-Lingual Knowledge Transfer in Multilingual LLMs
by: Guo, Pei-Fu, et al.
Published: (2025)
by: Guo, Pei-Fu, et al.
Published: (2025)
On the Applicability of Zero-Shot Cross-Lingual Transfer Learning for Sentiment Classification in Distant Language Pairs
by: Rusli, Andre, et al.
Published: (2024)
by: Rusli, Andre, et al.
Published: (2024)
DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning
by: Ge, Ling, et al.
Published: (2024)
by: Ge, Ling, et al.
Published: (2024)
Similar Items
-
LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings
by: Philippy, Fred, et al.
Published: (2024) -
LuxInstruct: A Cross-Lingual Instruction Tuning Dataset For Luxembourgish
by: Philippy, Fred, et al.
Published: (2025) -
Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More
by: Philippy, Fred, et al.
Published: (2024) -
Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning
by: Philippy, Fred, et al.
Published: (2025) -
Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to Luxembourgish
by: Philippy, Fred, et al.
Published: (2024)