From LLM to NMT: Advancing Low-Resource Machine Translation with Claude
Fuente:
arXiv
Saved in:
| Main Authors: | Enis, Maxim, Hopkins, Mark |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
High-Quality Data Augmentation for Low-Resource NMT: Combining a Translation Memory, a GAN Generator, and Filtering
by: Liu, Hengjie, et al.
Published: (2024)
by: Liu, Hengjie, et al.
Published: (2024)
Combining the Best of Both Worlds: A Method for Hybrid NMT and LLM Translation
by: Wu, Zhanglin, et al.
Published: (2025)
by: Wu, Zhanglin, et al.
Published: (2025)
adaptNMT: an open-source, language-agnostic development environment for Neural Machine Translation
by: Lankford, Séamus, et al.
Published: (2024)
by: Lankford, Séamus, et al.
Published: (2024)
Evaluating LLM-Based Translation of a Low-Resource Technical Language: The Medical and Philosophical Greek of Galen
by: Zainaldin, James L., et al.
Published: (2026)
by: Zainaldin, James L., et al.
Published: (2026)
Machine Translation Advancements of Low-Resource Indian Languages by Transfer Learning
by: Wei, Bin, et al.
Published: (2024)
by: Wei, Bin, et al.
Published: (2024)
The Effectiveness of Morphology-aware Segmentation in Low-Resource Neural Machine Translation
by: Sälevä, Jonne, et al.
Published: (2021)
by: Sälevä, Jonne, et al.
Published: (2021)
CantonMT: Cantonese to English NMT Platform with Fine-Tuned Models Using Synthetic Back-Translation Data
by: Hong, Kung Yin, et al.
Published: (2024)
by: Hong, Kung Yin, et al.
Published: (2024)
Improving Low-Resource Machine Translation via Round-Trip Reinforcement Learning
by: Attia, Ahmed, et al.
Published: (2026)
by: Attia, Ahmed, et al.
Published: (2026)
Can Linguistically Related Languages Guide LLM Translation in Low-Resource Settings?
by: Ramasethu, Aishwarya, et al.
Published: (2026)
by: Ramasethu, Aishwarya, et al.
Published: (2026)
Human Evaluation of English--Irish Transformer-Based NMT
by: Lankford, Séamus, et al.
Published: (2024)
by: Lankford, Séamus, et al.
Published: (2024)
Asynchronous and Segmented Bidirectional Encoding for NMT
by: Yang, Jingpu, et al.
Published: (2024)
by: Yang, Jingpu, et al.
Published: (2024)
AI-assisted cultural heritage dissemination: Comparing NMT and glossary-augmented LLM translation in rock art documents
by: Briva-Iglesias, Vicent, et al.
Published: (2026)
by: Briva-Iglesias, Vicent, et al.
Published: (2026)
Domain-Specific Quality Estimation for Machine Translation in Low-Resource Scenarios
by: Gurav, Namrata Patil, et al.
Published: (2026)
by: Gurav, Namrata Patil, et al.
Published: (2026)
Can generative AI figure out figurative language? The influence of idioms on essay scoring by ChatGPT, Gemini, and Deepseek
by: Oğuz, Enis
Published: (2025)
by: Oğuz, Enis
Published: (2025)
Exploring the traditional NMT model and Large Language Model for chat translation
by: Yang, Jinlong, et al.
Published: (2024)
by: Yang, Jinlong, et al.
Published: (2024)
ChakmaNMT: Machine Translation for a Low-Resource and Endangered Language via Transliteration
by: Chakma, Aunabil, et al.
Published: (2024)
by: Chakma, Aunabil, et al.
Published: (2024)
Enhancing Neural Machine Translation of Low-Resource Languages: Corpus Development, Human Evaluation and Explainable AI Architectures
by: Lankford, Séamus
Published: (2024)
by: Lankford, Séamus
Published: (2024)
Improving LLM Reliability with RAG in Religious Question-Answering: MufassirQAS
by: Alan, Ahmet Yusuf, et al.
Published: (2024)
by: Alan, Ahmet Yusuf, et al.
Published: (2024)
MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling
by: Feng, Zhaopeng, et al.
Published: (2025)
by: Feng, Zhaopeng, et al.
Published: (2025)
The Saturation Point of Backtranslation in High Quality Low Resource English Gujarati Machine Translation
by: Arif, Arwa
Published: (2025)
by: Arif, Arwa
Published: (2025)
Transcending Language Boundaries: Harnessing LLMs for Low-Resource Language Translation
by: Shu, Peng, et al.
Published: (2024)
by: Shu, Peng, et al.
Published: (2024)
Fine-Tuning LLMs for Low-Resource Dialect Translation: The Case of Lebanese
by: Yakhni, Silvana, et al.
Published: (2025)
by: Yakhni, Silvana, et al.
Published: (2025)
LLMs for Translation: Historical, Low-Resourced Languages and Contemporary AI Models
by: Tekgurler, Merve
Published: (2025)
by: Tekgurler, Merve
Published: (2025)
Advancing AI with Integrity: Ethical Challenges and Solutions in Neural Machine Translation
by: Kimera, Richard, et al.
Published: (2024)
by: Kimera, Richard, et al.
Published: (2024)
TRepLiNa: Layer-wise CKA+REPINA Alignment Improves Low-Resource Machine Translation in Aya-23 8B
by: Nakai, Toshiki, et al.
Published: (2025)
by: Nakai, Toshiki, et al.
Published: (2025)
M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation
by: Feng, Zhaopeng, et al.
Published: (2024)
by: Feng, Zhaopeng, et al.
Published: (2024)
PMMT: Preference Alignment in Multilingual Machine Translation via LLM Distillation
by: Sun, Shuqiao, et al.
Published: (2024)
by: Sun, Shuqiao, et al.
Published: (2024)
Toxicity-Aware Few-Shot Prompting for Low-Resource Singlish Translation
by: Ge, Ziyu, et al.
Published: (2025)
by: Ge, Ziyu, et al.
Published: (2025)
SPRING Lab IITM's submission to Low Resource Indic Language Translation Shared Task
by: Sayed, Hamees, et al.
Published: (2024)
by: Sayed, Hamees, et al.
Published: (2024)
InfiMed: Low-Resource Medical MLLMs with Advancing Understanding and Reasoning
by: Liu, Zeyu, et al.
Published: (2025)
by: Liu, Zeyu, et al.
Published: (2025)
TravelBench : Exploring LLM Performance in Low-Resource Domains
by: Billa, Srinivas, et al.
Published: (2025)
by: Billa, Srinivas, et al.
Published: (2025)
Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language Models
by: Benkirane, Kenza, et al.
Published: (2024)
by: Benkirane, Kenza, et al.
Published: (2024)
TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement
by: Feng, Zhaopeng, et al.
Published: (2024)
by: Feng, Zhaopeng, et al.
Published: (2024)
Déjà Vu: Multilingual LLM Evaluation through the Lens of Machine Translation Evaluation
by: Kreutzer, Julia, et al.
Published: (2025)
by: Kreutzer, Julia, et al.
Published: (2025)
Enhancing Low-Resource Minority Language Translation with LLMs and Retrieval-Augmented Generation for Cultural Nuances
by: Chang, Chen-Chi, et al.
Published: (2025)
by: Chang, Chen-Chi, et al.
Published: (2025)
OpenWHO: A Document-Level Parallel Corpus for Health Translation in Low-Resource Languages
by: Merx, Raphaël, et al.
Published: (2025)
by: Merx, Raphaël, et al.
Published: (2025)
Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages
by: Mao, Zhuoyuan, et al.
Published: (2024)
by: Mao, Zhuoyuan, et al.
Published: (2024)
Efficient Continual Learning in Neural Machine Translation: A Low-Rank Adaptation Approach
by: Carrión, Salvador, et al.
Published: (2025)
by: Carrión, Salvador, et al.
Published: (2025)
Exploring Performance Variations in Finetuned Translators of Ultra-Low Resource Languages: Do Linguistic Differences Matter?
by: Gonçalves, Isabel, et al.
Published: (2025)
by: Gonçalves, Isabel, et al.
Published: (2025)
Improving Low-Resource Translation with Dictionary-Guided Fine-Tuning and RL: A Spanish-to-Wayuunaiki Study
by: Mosquera, Manuel, et al.
Published: (2025)
by: Mosquera, Manuel, et al.
Published: (2025)
Similar Items
-
High-Quality Data Augmentation for Low-Resource NMT: Combining a Translation Memory, a GAN Generator, and Filtering
by: Liu, Hengjie, et al.
Published: (2024) -
Combining the Best of Both Worlds: A Method for Hybrid NMT and LLM Translation
by: Wu, Zhanglin, et al.
Published: (2025) -
adaptNMT: an open-source, language-agnostic development environment for Neural Machine Translation
by: Lankford, Séamus, et al.
Published: (2024) -
Evaluating LLM-Based Translation of a Low-Resource Technical Language: The Medical and Philosophical Greek of Galen
by: Zainaldin, James L., et al.
Published: (2026) -
Machine Translation Advancements of Low-Resource Indian Languages by Transfer Learning
by: Wei, Bin, et al.
Published: (2024)