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Archive 2019Outputs from AI Explored at the NeurIPS Conference. What Did It Conclude?
Recently, the Neural Information Processing Systems (NeurIPS) conference took place in Vancouver, Canada, gathering over 13,000 scientists from various fields….
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Archive 20193 libraries that will help you interpret your model
A dry definition tells us that model interpretability is the ability to approve and interpret the decisions of a predictive model, allowing for transparency in the decision-making process. Simply put...
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Archive 2019Our Team Gave a Lecture at VŠE for the Student Society 4FIS!
Today we had a lecture at VŠE for the student society 4FIS. Some students had very nice questions and insights. Thank you for the pleasant atmosphere – you were...
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Archive 2019GPT-2 Interviews Alpha Industries Ltd.
I am still enchanted by the possibilities of the GPT-2 model. Today, I fine-tuned the system for questions and answers. I provided it with information about our company, Alpha Industries, and devised four questions, giving it the correct answer to three. I was curious to see how it would respond to the fourth question, and I must say, the model surprised me once again!
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Archive 2019Scientists have created a language neural network that approaches human quality. It is said to be so good that its authors are afraid to publish it!
Experts from OpenAI have proudly announced another technological success – the language model GPT-2. In the article's headline, they claim that its authors are afraid of it…
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Archive 2019I bring bad news. We have improved the Czech and English emotion detector!
We have modernised the algorithms, so you can now see which words the neural network places greater weight on (the AI attention button in the bottom right). We also used much larger and more diverse datasets for training...
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Archive 2019The End of Politicians' Lies? Artificial Intelligence Will Soon Be Able to Verify Their Statements in Real Time
Scientists from Duke University have created a tool that could find application, for instance, in the American presidential elections in 2020. It should be able to...
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Archive 2019Emotion Detector in Society
It has been exactly 14 days since we asked you which public figure or well-known brand we should assess emotions in the public space. According to…
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Archive 2019Unsupervised MT - Machine Learning Without a Teacher
It is still more of a concept, with relatively weak results, but I am surprised that it works at all. Let’s take a look at machine translation. Traditionally…
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Archive 2019A Brief Guide to NLP Has Been Released
Natural language processing with code for the 10 most common tasks. And it’s all free! I think it’s a nice introduction. Perhaps it isn’t...
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Archive 2019Something is Coming. :-)
We are starting to automatically detect the emotions of public opinion, and it's up to you which public figure or well-known brand we should evaluate emotions for. Please submit your suggestions in the comments,...
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Archive 2019Certificate – Applied Machine Learning For Healthcare
After a recent certificate from MIT – CITI 'Data Only or Specimens Only Research' – which was truly a luxurious training, I completed another one today. This time…
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Archive 2019AI Helps Researchers Predict Heart Attack Mortality
Acute myocardial infarction (AMI) is becoming an increasingly common condition. It is expected that by 2035, roughly half of the adult population will suffer from some form of this disease….
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Archive 2019I am honoured to introduce our latest project in the field of natural language processing – the emotion detector!
EMO – works on a similar principle to the toxic word detector, but is a bit more advanced. You type or paste text into the box and press Enter…
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