IEEE

Privacy-Preserving Federated Learning through Clustered Sampling on Fine-Tuning Distributed non-iid Large Language Models

Abstract: Recently, Large Language Models (LLMs) have been a phenomenal trend in the Artificial intelligence field. However, training and fine-tuning can be challenging because of privacy concerns and ...
IEEE

Converting Regular Expressions to Non-Deterministic Finite Automata through an Automated Framework

Abstract: A Regular Expression, often abbreviated as Regex, are a sequence of characters that define a search pattern. An Non-deterministic Finite Automata (NFA) is a computational machine which can ...
Microsoft

Language-to-Code Translation with a Single Labeled Example

Tools for translating natural language into code promise natural, open-ended interaction with databases, web APIs, and other software systems. However, this promise is complicated by the diversity and ...
Hosted on MSN

Big-time regular season non-conference games may be a thing of the past

This isn’t just a Texas issue, this is a college football issue. Based on the recent rankings produced by the College Football Playoff selection committee, teams will be heavily incentivized to seek ...