Multilingual large language model: A survey of resources, taxonomy and frontiers

L Qin, Q Chen, Y Zhou, Z Chen, Y Li, L Liao… - arXiv preprint arXiv …, 2024 - arxiv.org
Multilingual Large Language Models are capable of using powerful Large Language
Models to handle and respond to queries in multiple languages, which achieves remarkable …

A Survey of Large Language Models for European Languages

W Ali, S Pyysalo - arXiv preprint arXiv:2408.15040, 2024 - arxiv.org
Large Language Models (LLMs) have gained significant attention due to their high
performance on a wide range of natural language tasks since the release of ChatGPT. The …

A survey of multilingual large language models

L Qin, Q Chen, Y Zhou, Z Chen, Y Li, L Liao, M Li… - Patterns, 2025 - cell.com
Multilingual large language models (MLLMs) leverage advanced large language models to
process and respond to queries across multiple languages, achieving significant success in …

Adapting Open-Source Generative Large Language Models for Low-Resource Languages: A Case Study for Turkish

C Toraman - Proceedings of the Fourth Workshop on Multilingual …, 2024 - aclanthology.org
Despite advancements in English-dominant generative large language models, further
development is needed for low-resource languages to enhance global accessibility. The …

LlamaTurk: Adapting Open-Source Generative Large Language Models for Low-Resource Language

C Toraman - arXiv preprint arXiv:2405.07745, 2024 - arxiv.org
Despite advancements in English-dominant generative large language models, further
development is needed for low-resource languages to enhance global accessibility. The …

Essential questions in earth and geosciences according to large language models

IG Hatvani, M Mudelsee, Z Kern - Open Geosciences, 2024 - degruyter.com
Can large language models (LLMs) capture a trustworthy global snapshot of the current
issues and top-priority questions facing Earth and Geoscience? This article discusses the …

The First Instruct-Following Large Language Models for Hungarian

ZG Yang, R Dodé, G Ferenczi, P Hatvani… - 2024 IEEE 3rd …, 2024 - ieeexplore.ieee.org
In recent months, large language models have gained significant attention, with companies
striving to develop models capable of solving various natural language processing tasks …

[PDF][PDF] XtremeLLMs: Towards Extremely Large Language Models

ID Mienye, TG Swart, G Obaido - 2024 - preprints.org
The continuous expansion of Large Language Models (LLMs) has significantly transformed
the fields of artificial intelligence (AI) and natural language processing (NLP). This paper …

Improving Machine Translation Capabilities by Fine-Tuning Large Language Models and Prompt Engineering with Domain-Specific Data

LJ Laki, ZG Yang - 2024 IEEE 3rd Conference on Information …, 2024 - ieeexplore.ieee.org
This study examines the applicability and performance of large language models (LLMs) in
the field of machine translation for in-domain texts, with a particular focus on fine-tuning …

Further Keyword Generation Experiment in Hungarian with Fine-Tuning PULI LlumiX 32K Model

R Dodé, ZG Yang - 2024 IEEE 3rd Conference on Information …, 2024 - ieeexplore.ieee.org
Our research continues an investigation using neural models to generate and extract
keywords from lengthy texts, using data from the REAL repository and author-provided …