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Archive 2022A Few Interesting Facts from the Current World of AI
We have a new model that is exceptionally versatile – GATO. This transformer on RL multimodal multi-task reinforcement learning from DeepMind. The only model that…
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Archive 2021Ethics Have Accompanied AI from the Very Beginning
Questions about what is right in this field were being addressed long before artificial intelligence appeared. People often ask me…
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Archive 2021New Datasets and Models Accelerate AI
It seems that the miraculous age of artificial intelligence is continuously accelerating. Every day, I come across several intriguing ways to speed up, enhance, or refine artificial brains….
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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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Archive 2018And here we are at the end of the year, along with the evaluation of our Toxic competition. Thank you for your significant involvement in AI development.
During the test, you tried nearly 1500 attempts. And roughly 100 times you disagreed with the statements of our detector. It must be said that sometimes you found it hard to believe,…
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Archive 2018Machine Learning is Not Just Statistics
We are increasingly hearing that ML is just a 'sexy' name for old statistical techniques. This article aims to prove that this is not the case. On one hand, there are…
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Archive 2018Artificial Intelligence Doesn't Invent Anything on Its Own
We encounter artificial intelligence every day. The problem with its wider adoption and improvement is the insufficient sharing of data and a lack of quality personnel, making it challenging…
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Archive 2018I am pleased to announce that we have improved our insult detector!
It is still the first generation of the detector, which operates on the principles of deep neural networks, LTSM, embedding, and word2vec. Now with two enhanced datasets – one for Czech and another for English...
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Archive 2018For Python Developers!
Do you also install TensorFlow using conda rather than pip? I suspected it was a better method (as Anaconda repeatedly states), but I had no idea…
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Archive 2018A New Challenge!
Recently, an interesting competition took place on Kaggle (https://www.kaggle.com/c/jigsaw-toxic-comment-classificatio…) to create a detector capable of recognising insults, toxic and obscene remarks, and so forth – the Toxic Comment Classification Challenge….
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Archive 2018I'm Trying to Teach a Computer to Translate from English to Czech
I found a sample of about 7000 sentences that are in both languages. I’ll tell it to go through them 100 times and try to understand the words. I’ll make it easier...
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