NER with little data? Transformers to the rescue!
12/14/20
See how to fine-tune a pre-trained BERT transformer on a custom NER task, beating standard bi-LSTM thanks to more learning transfer! Read more
12/14/20
See how to fine-tune a pre-trained BERT transformer on a custom NER task, beating standard bi-LSTM thanks to more learning transfer! Read more
11/13/20
We build, train and evaluate a bidirectional LSTM-network for named entity recognition to extract information from legal texts with Keras. Read more
11/06/20
We show how to extract information from legal texts, training spaCy's named entity recognition model for our task on the command line. Read more
07/19/19
N-gram extraction can boost the performance of your text processing model. Add it as a frozen layer and leave everything else untouched! Read more
03/07/19
1 Worum geht es? Ob Suchmaschinen, Spamfilter, Chatbots oder Sprachassistenten wie Siri und Alexa — Computer verarbeiten immer mehr Sprache... Read more