The travel industry is being reshaped by technological advancements and innovative solutions, with synthetic data emerging as a particularly transformative development. This powerful tool has the pote
LLM Training 1. Introduction Recently, large language models (LLMs) have achieved remarkable performance by learning from vast amounts of text data. However, the sources and usage of this data have be
Synthetic Relational Data
Synthetic Data
In the rapidly evolving world of retail, businesses strive to understand their customers better, optimize operations, and stay ahead of the competition. Data is pivotal in these efforts, offering insi
Education with LLM The modern educational landscape is rapidly evolving. With the advancement of technology, students have access to more information than ever before, but the sheer volume of informat
Natural Science Research 1. Introduction In the field of natural sciences, obtaining large volumes of high-quality experimental data is crucial. However, this can be a significant challenge in terms o
How Private LLMs are Transforming Enterprise Security and Efficiency
What is Differential Privacy (DP)? Differential Privacy (DP) is a powerful technique designed to protect individual privacy within datasets. By introducing controlled randomness (or noise) into the da
In the realm of data privacy, a fascinating paradox emerges when we delve into the generation of synthetic data. This paradox revolves around the need to create data that mirrors the real world closel