Zuzanna DeutschmanPredict The Office character with TwoModalBERTCreate a neural network with two text modes of tunable weightsNov 12, 2022Nov 12, 2022
Zuzanna DeutschmaninTowards Data ScienceSentiment Analyzer with BERT (build, tune, deploy)Brief description of how I developed sentiment analyzer. It covers text preprocessing, model building, tuning, API, frontend creation and…Jul 24, 2020Jul 24, 2020
Zuzanna DeutschmaninTowards Data ScienceGenerate Nick Cave’s Lyrics in 2 minsIn this article we will use GPT-2 language model to develop simple songs lyrics generator on the example of Nick Cave, who is one of my…May 22, 2020May 22, 2020
Zuzanna DeutschmaninChatbots LifeReplicate your friend with TransformerIn this tutorial we will create Chatbot based on Messenger conversations downloaded from Facebook. While you miss your friend, you can…Apr 15, 20201Apr 15, 20201
Zuzanna DeutschmaninTowards Data ScienceBERT: Multilabel Text ClassificationTrain neural network with BERT embeddingsFeb 9, 2020Feb 9, 2020
Zuzanna DeutschmaninTowards Data ScienceMulti-Label Text ClassificationAssign labels to movies based on descriptionsDec 3, 20198Dec 3, 20198