Katsiaryna RukshaSummarizing Long Documents: from Gemini to ClusteringIn 2024 the task of text summarization looks like a solved problem. What can be easier — to pass a text to any large language model, write…3d ago3d ago
Katsiaryna Ruksha10 Tips to Write Effective PromptsThere has been so much fuss around prompt engineering recently! There are courses, books about it, articles with top 100 prompts “to rule…Jun 212Jun 212
Katsiaryna RukshaThree Paths to Table Understanding with LLMsLLMs (as their name states) originally aim at dealing with unstructured data in text format. But can they be applied to structured…Jun 3Jun 3
Katsiaryna RukshainThe Modern ScientistPrompt Engineering: Classification of Techniques and Prompt TuningBeing an emerging field of study prompt engineering lacks definitive classification of techniques. When you look through different articles…Apr 123Apr 123
Katsiaryna RukshaMusic Information Retrieval: Feature EngineeringIn the first article on MIR, I explained what audio data are, what basic transformations and knowledge is required to start working with…Feb 151Feb 151
Katsiaryna RukshaMusic Information Retrieval: IntroductionThis article will give you the knowledge required to start working on a Data Science project with music data. It will cover the specifics…Jan 192Jan 192