Results 81 to 90 of about 57,254 (123)

Compass: Large Multilingual Language Model for South-east Asia [PDF]

open access: yesarXiv
Large language models have exhibited significant proficiency in languages endowed with extensive linguistic resources, such as English and Chinese. Nevertheless, their effectiveness notably diminishes when applied to languages characterized by limited linguistic resources, particularly within the Southeast Asian linguistic landscape, such as Indonesian.
arxiv  

SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia [PDF]

open access: yesarXiv
This study introduces two novel benchmarks, SeaExam and SeaBench, designed to evaluate the capabilities of Large Language Models (LLMs) in Southeast Asian (SEA) application scenarios. Unlike existing multilingual datasets primarily derived from English translations, these benchmarks are constructed based on real-world scenarios from SEA regions ...
arxiv  

Compass-V2 Technical Report [PDF]

open access: yesarXiv
Predominant LLMs focus on high-resource languages while leaving low-resource languages, particularly those in Southeast Asia (SEA), underrepresented. In addition, those models are general-purpose and pay limited attention to the e-commerce domain. To overcome these limitations, we introduce Compass-v2, a lightweight Mixture-of-Experts (MoE) model ...
arxiv  

Home - About - Disclaimer - Privacy