Are Small Language Models the Silver Bullet to Low-Resource Languages Machine Translation?
Tao–Filipino Neural Machine Translation: Strategies for Ultra–Low-Resource Settings
Text Filter Based on Automatically Acquired Vocabularies for Multilingual Machine Translation
Comparing LLM-Based Translation Approaches for Extremely Low-Resource Languages
Can LLMs Translate Italy’s Language Varieties?
Balancing Fluency and Adherence: Hybrid Fallback Term Injection in Low-Resource Terminology Translation
Context Volume Drives Performance: Tackling Domain Shift in Extremely Low-Resource Translation via RAG
Building and Evaluating a High Quality Parallel Corpus for English Urdu Low Resource Machine Translation
Semi-Automatic construction of a Quechua-Spanish dictionary
Improving Indigenous Language Machine Translation with Synthetic Data and Language-Specific Preprocessing
Adapting Multilingual NMT to Language Isolates: The Role of Proxy Language Selection and Dialect Handling for Nivkh
A Fine-Grained Linguistic Evaluation of Low-Resource Luxembourgish–English MT
Assessing and Improving Punctuation Robustness in English-Marathi Machine Translation
Can Linguistically Related Languages Guide LLM Translation in Low-Resource Settings?
CTC Regularization for Low-Resource Speech-to-Text Translation
Navigating Data Scarcity in Low-Resource English-Tatar Translation using LLM Fine-Tuning
No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data
DevLake at LoResMT 2026: The Impact of Pre-training and Model Scale on Russian-Bashkir Low-Resource Translation
A Comparative Evaluation of Open-Source Models for Russian-Kazakh Translation
Script Correction and Synthetic Pivoting: Adapting Tencent HY-MT for Low-Resource Turkic Translation
Machine Translation for Low Resource Turkic Languages: English-Tatar
Data-Centric Approach at the LoResMT 2026 Turkic Translation Challenge: Russian-Kyrgyz
LoResMT 2026 Shared Task System Description
Ensemble Methods for Low-Resource Russian-Kyrgyz Machine Translation: When Diverse Models Beat Better Models