About
Research & Development
Advancing Financial Inclusion for Malaysian MSMEs with Transactional Data
TLDR: A research paper proposes a cash flow-based underwriting system utilizing bank transaction data to enhance credit scoring for Micro, Small, and Medium Enterprises...
Research & Development
A Consolidated LoRA Approach for Adaptive Domain Incremental Learning
TLDR: CONEC-LoRA is a novel method for Domain Incremental Learning (DIL) that effectively addresses catastrophic forgetting and improves performance in evolving data environments. It...
Research & Development
EvolveR: How AI Agents Learn and Grow from Their Own Actions
TLDR: EvolveR is a novel framework that enables Large Language Model (LLM) agents to continuously learn and improve from their own experiences. It features...
Research & Development
MoPHES: On-Device AI for Personalized Mobile Mental Health Support
TLDR: MoPHES is a novel framework that integrates mental state evaluation, conversational support, and professional treatment recommendations into a mobile application. It utilizes two...
Research & Development
MemCom: Enhancing In-Context Learning Efficiency Through Layer-Wise Prompt Compression
TLDR: MemCom is a novel method that significantly improves the memory and computational efficiency of In-Context Learning (ICL) in Large Language Models (LLMs) by...
Research & Development
Mapping Scientific Trends: An LLM Approach to Engineering Research in PNAS
TLDR: A new study introduces an LLM-driven framework to analyze thematic trends and interdisciplinary connections in over 1,500 engineering articles from PNAS over 20...