OndePublicar.com
Web Development, Data Engineering
Intelligent platform that helps researchers find the most suitable journals for publishing scientific articles, using AI and data analysis. More.
William Beckhauser
Back to HomeScientific Articles & Projects
My published articles explore generative neural networks through knowledge graphs, reinforcement learning, and in-context learning. On the data-engineering side, I specialize in designing high-performance search systems and building data-centric platforms.
Projects
EcoRAG
AI, NLP, Knowledge Graphs
Framework that combines Retrieval Augmented Generation (RAG) with knowledge graphs and in-context learning to enhance the performance of language models. More.
Scientific Articles
Financial News Classification Using Language Learning Models and Reinforcement Learning
Express, Handlebars
This study examines the application of Reinforcement Learning (RL) in conjunction with Large Language Models (LLMs) for the multi-label classification of financial news. The research evaluates models of different scales. More.
Boosting not so Large Language Models by using Knowledge Graphs and Reinforcement Learning
Express, Handlebars
Ensuring the viability of large language models (LLMs) in situations requiring data privacy with limited on-premise resources is a significant current challenge. More.
Can a simple customer review outperform a feature set for predicting churn?
Express, Handlebars
A previsão de perda de clientes (churn) tradicionalmente usa dados de perfis e transações, deixando inexploradas características textuais como comentários dos clientes. More.