András Aponyi
András Aponyi

NLP Research Analyst at TAUS with a background in linguistics and natural language processing. My mission is to follow the latest trends in NLP and use them to enrich the TAUS data toolkit.

What can word clouds driven by NLP tell you about your training datasets? Here is how we create word clouds on TAUS Data Marketplace.
A tutorial on automatic domain classification with NLP: from data preprocessing to the training and evaluation of an artificial neural network.
Key ideas behind the sentence embedding technique, its possible applications, and an overview of some of the state-of-the-art sentence embedding approaches commonly used in NLP-research and the language industry.
Quality estimation for machine translation is an active field of research in the NLP community. As a method that does not require access to reference translations, it may very well become a standard evaluation tool for translation and language data providers in the future.