4 papers
Benchmarking Embedding Models for ESG Data
Motaz Saad, Veronica Cretì, Ivan Gentile +2
The use of Environmental, Social, and Governance (ESG) data is fundamental for modern corporate accountability, sustainability reporting, and financial decision-making. Embedding m…
Empirical Evaluation of Open-Source Large Language Models for Retrieval-Augmented Generation in ESG Domain
Motaz Saad, Anna Borrelli, Ivan Gentile +3
Environmental, Social, and Governance (ESG) reporting is critical for corporate accountability, with Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) offering…
Formalizing ETLT and ELTL Design Patterns and Proposing Enhanced Variants: A Systematic Framework for Modern Data Engineering
Chiara Rucco, Motaz Saad, Antonella Longo
Traditional ETL and ELT design patterns struggle to meet modern requirements of scalability, governance, and real-time data processing. Hybrid approaches such as ETLT (Extract-Tran…
Efficient Data Ingestion in Cloud-based architecture: a Data Engineering Design Pattern Proposal
Chiara Rucco, Antonella Longo, Motaz Saad
In today's fast-paced digital world, data has become a critical asset for enterprises across various industries. However, the exponential growth of data presents significant challe…