Translating Natural Language Queries to SQL Using the T5 Model

no code implementations • 12 Dec 2023 • Albert Wong, Lien Pham, Young Lee, Shek Chan, Razel Sadaya, Youry Khmelevsky, Mathias Clement, Florence Wing Yau Cheng, Joe Mahony, Michael Ferri

This paper presents the development process of a natural language to SQL model using the T5 model as the basis.

Language Modelling Natural Language Queries

Short-Term Stock Price Forecasting using exogenous variables and Machine Learning Algorithms

no code implementations • 17 May 2023 • Albert Wong, Steven Whang, Emilio Sagre, Niha Sachin, Gustavo Dutra, Yew-Wei Lim, Gaetan Hains, Youry Khmelevsky, Frank Zhang

Creating accurate predictions in the stock market has always been a significant challenge in finance.

Gamers Private Network Performance Forecasting. From Raw Data to the Data Warehouse with Machine Learning and Neural Nets

no code implementations • 26 May 2021 • Albert Wong, Chun Yin Chiu, Gaétan Hains, Jack Humphrey, Hans Fuhrmann, Youry Khmelevsky, Chris Mazur

Gamers Private Network (GPN) is a client/server technology that guarantees a connection for online video games that is more reliable and lower latency than a standard internet connection.

Monitoring stance towards vaccination in Twitter messages

no code implementations • 1 Sep 2019 • Florian Kunneman, Mattijs Lambooij, Albert Wong, Antal Van den Bosch, Liesbeth Mollema

We developed a system to automatically classify stance towards vaccination in Twitter messages, with a focus on messages with a negative stance.

Sentiment Analysis