Is Small Language Model the Silver Bullet to Low-Resource Languages Machine Translation?

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Song, Yewei, Li, Lujun, Lothritz, Cedric, Ezzini, Saad, Sleem, Lama, Gentile, Niccolo, State, Radu, Bissyandé, Tegawendé F., Klein, Jacques
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Do Large Language Models Grasp The Grammar? Evidence from Grammar-Book-Guided Probing in Luxembourgish
by: Li, Lujun, et al.
Published: (2025)

Small Language Models in the Real World: Insights from Industrial Text Classification
by: Li, Lujun, et al.
Published: (2025)

Exploring the Impact of Temperature on Large Language Models:Hot or Cold?
by: Li, Lujun, et al.
Published: (2025)

Enhancing Text-to-SQL Translation for Financial System Design
by: Song, Yewei, et al.
Published: (2023)

Agent Skill Framework: Perspectives on the Potential of Small Language Models in Industrial Environments
by: Xu, Yangjie, et al.
Published: (2026)

Revisiting Code Similarity Evaluation with Abstract Syntax Tree Edit Distance
by: Song, Yewei, et al.
Published: (2024)

CodeAgent: Autonomous Communicative Agents for Code Review
by: Tang, Xunzhu, et al.
Published: (2024)

CallNavi, A Challenge and Empirical Study on LLM Function Calling and Routing
by: Song, Yewei, et al.
Published: (2025)

Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning
by: Philippy, Fred, et al.
Published: (2025)

Uncovering Zero-Shot Generalization Gaps in Time-Series Foundation Models Using Real-World Videos
by: Li, Lujun, et al.
Published: (2025)

NegBLEURT Forest: Leveraging Inconsistencies for Detecting Jailbreak Attacks
by: Sleem, Lama, et al.
Published: (2025)

The Necessity of Setting Temperature in LLM-as-a-Judge
by: Li, Lujun, et al.
Published: (2026)

Empirical Evaluation of PDF Parsing and Chunking for Financial Question Answering with RAG
by: Bachyr, Omar El, et al.
Published: (2026)

Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More
by: Philippy, Fred, et al.
Published: (2024)

Patch-CLIP: A Patch-Text Pre-Trained Model
by: Tang, Xunzhu, et al.
Published: (2023)

Evaluation Drift in LLM Personality Induction: Are We Moving the Goalpost?
by: Rajput, Prateek, et al.
Published: (2026)

Why Low-Resource NLP Needs More Than Cross-Lingual Transfer: Lessons Learned from Luxembourgish
by: Philippy, Fred, et al.
Published: (2026)

Measuring LLM Code Generation Stability via Structural Entropy
by: Song, Yewei, et al.
Published: (2025)

Testing Low-Resource Language Support in LLMs Using Language Proficiency Exams: the Case of Luxembourgish
by: Lothritz, Cedric, et al.
Published: (2025)

Evaluating Large Language Models in detecting Secrets in Android Apps
by: Alecci, Marco, et al.
Published: (2025)

Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning
by: Tang, Xunzhu, et al.
Published: (2025)

AndroLibZoo: A Reliable Dataset of Libraries Based on Software Dependency Analysis
by: Samhi, Jordan, et al.
Published: (2023)

(In)Security of Mobile Apps in Developing Countries: A Systematic Literature Review
by: Diallo, Alioune, et al.
Published: (2024)

Unlocking LLM Repair Capabilities Through Cross-Language Translation and Multi-Agent Refinement
by: Luo, Wenqiang, et al.
Published: (2025)

Enhancing Code Generation for Low-Resource Languages: No Silver Bullet
by: Giagnorio, Alessandro, et al.
Published: (2025)

Assessing Spear-Phishing Website Generation in Large Language Model Coding Agents
by: Malloy, Tailia, et al.
Published: (2026)

MalLoc: Toward Fine-grained Android Malicious Payload Localization via LLMs
by: Sun, Tiezhu, et al.
Published: (2025)

Programming Language Confusion: When Code LLMs Can't Keep their Languages Straight
by: Moumoula, Micheline Bénédicte, et al.
Published: (2025)

LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings
by: Philippy, Fred, et al.
Published: (2024)

Vision Transformer-Based Time-Series Image Reconstruction for Cloud-Filling Applications
by: Li, Lujun, et al.
Published: (2025)

Correctness isnt Efficiency: Runtime Memory Divergence in LLM-Generated Code
by: Rajput, Prateek, et al.
Published: (2026)

Explainable AI for Analyzing Person-Specific Patterns in Facial Recognition Tasks
by: Borsukiewicz, Paweł Jakub, et al.
Published: (2025)

The Struggles of LLMs in Cross-lingual Code Clone Detection
by: Moumoula, Micheline Bénédicte, et al.
Published: (2024)

Software Security in Software-Defined Networking: A Systematic Literature Review
by: Diouf, Moustapha Awwalou, et al.
Published: (2025)

Beyond Language Barriers: Multi-Agent Coordination for Multi-Language Code Generation
by: Moumoula, Micheline Bénédicte, et al.
Published: (2025)

Mind the Language Gap: Automated and Augmented Evaluation of Bias in LLMs for High- and Low-Resource Languages
by: Buscemi, Alessio, et al.
Published: (2025)

LuxInstruct: A Cross-Lingual Instruction Tuning Dataset For Luxembourgish
by: Philippy, Fred, et al.
Published: (2025)

Adversarial Camouflage
by: Borsukiewicz, Paweł, et al.
Published: (2026)

DarijaBanking: A New Resource for Overcoming Language Barriers in Banking Intent Detection for Moroccan Arabic Speakers
by: Skiredj, Abderrahman, et al.
Published: (2024)

Temporal-Spatial Tubelet Embedding for Cloud-Robust MSI Reconstruction using MSI-SAR Fusion: A Multi-Head Self-Attention Video Vision Transformer Approach
by: Wang, Yiqun, et al.
Published: (2025)