SSIX - Social Sentiment Indices powered by X-Scores

Archives for Machine Learning

Crowdsourcing is a problem solving approach that uses the power of the crowd to perform certain tasks. Usually a task is divided into small parts also known as ’microtasks’. These are processed by one or more individual crowdworkers. Crowdsourcing is used in various areas of research like linguistics, astronomy and genetic genealogy. In recent years… » read more

Posted by ssix

Modern NLP pipelines use large models that need to be distributed across all the processing infrastructure. For example, in the SSIX project we’re managing models of several GBs for the financial sector. At that scale you can’t assume the models will be transferred at task submission time, neither manually. From our research, we didn’t find… » read more

Posted by ssix

Why Machine Learning? Can computers learn how to perform complex tasks such as driving autonomous cars [1], spotting cancer cells [2] or analysing sentiment [3] without being specifically instructed? The answer is Yes – and Machine Learning (ML) provides the tools! Rather than relying on explicit instructions (rules), ML systems learn from examples. This allows… » read more

Posted by ssix