When I talk to folks building LLM-powered products, one of the biggest concerns is about generating schema-compliant responses. LLMs generate sequences of token that are gramatically and semantically ...

Several applications including text-to-speech re-quire some normalized format of non-standard words in various domains such as numbers, dates, and currencies and in various human languages. The ...

This mini project demonstrates the concept of Database Normalization — the process of organizing data in a relational database to reduce redundancy and improve data integrity. Using SQL (Oracle/MySQL) ...

Data is the most important asset for companies and businesses in the modern world. Data is the currency through which these organizations thrive. Thus, this precious data and its assessment must be ...

Normalization is an essential step in the analysis of high-throughput data. Multi-sample global normalization methods, such as quantile normalization, have been successfully used to remove technical ...