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 on Large Language Models with Multilingualism: Recent Advances and New Frontiers

K Huang, F Mo, H Li, Y Li, Y Zhang, W Yi, Y Mao… - arXiv preprint arXiv …, 2024 - arxiv.org
The rapid development of Large Language Models (LLMs) demonstrates remarkable
multilingual capabilities in natural language processing, attracting global attention in both …

Enhancing simplified chinese poetry comprehension in llama-7b: A novel approach to mimic mixture of experts effect

Y Zhang, X Chen - 2023 - researchsquare.com
This study explored the potential of manual augmentation in enhancing the comprehension
and translation capabilities of large language models, specifically focusing on the LLaMA …

Prompt-based Pseudo-labeling Strategy for Sample-Efficient Semi-Supervised Extractive Summarization

G Sahu, O Vechtomova, IH Laradji - arXiv preprint arXiv:2311.09559, 2023 - arxiv.org
Semi-supervised learning (SSL) is a widely used technique in scenarios where labeled data
is scarce and unlabeled data is abundant. While SSL is popular for image and text …

ECoh: Turn-level Coherence Evaluation for Multilingual Dialogues

J Mendonça, I Trancoso, A Lavie - arXiv preprint arXiv:2407.11660, 2024 - arxiv.org
Despite being heralded as the new standard for dialogue evaluation, the closed-source
nature of GPT-4 poses challenges for the community. Motivated by the need for lightweight …