I²R Techs & Solutions

Unlocking the Potential of Large Language Models (LLMs) with I²R’s MERaLion

In the dynamic landscape of technology, Singapore holds a significant role, particularly in Large Language Models (LLMs). This emerging field not only harnesses the power of data and machine learning but also emphasises the importance of localised language for effective communication and understanding.

Integrating earlier knowledge with the new advancements

A*STAR I²R’s earlier works covered a variety of speech and language technologies, ensuring representation of diverse population groups in advanced LLM solutions, with a particular focus on Southeast Asian languages. These successful projects include State Courts and SG Translate Together.

A*STAR I²R is combining these knowledge and capabilities with Generative AI to create our exclusive
Multimodal Empathetic Reasoning and Learning in One Network (MERaLion).

What is MERaLion? 
Developed as part of the Singapore's National Multimodal Large Language Model Programme, this Multimodal Generative AI model: Merlion AI leverages techniques like neural networks to learn patterns from variety of data such as speech intonation, text, images etc. It features capabilities such as speech summarisation, stance detection and inference, and contextual understanding. It enables more comprehensive, contextually aware, and versatile applications across various domains such as defence, education, transportation, and healthcare industry. 

Future research and development
Apart from incorporating A*STAR I²R’s research capabilities and past industry knowledge, MERaLion will be trained with approaches including representation learning, multimodal comprehension and controllable neural generation.   

By leveraging the power of LLMs, A*STAR I²R is continuing to contribute to Singapore’s lead in technological advancements, ensuring inclusive and effective communication across its diverse population.