NER with little data? Transformers to the rescue!
14.12.2020
See how to fine-tune a pre-trained BERT transformer on a custom NER task, beating standard bi-LSTM thanks to more learning transfer! Weiterlesen
Beiträge von Thomas Timmermann
Take control of named entity recognition with your own Keras model!
13.11.2020
We build, train and evaluate a bidirectional LSTM-network for named entity recognition to extract information from legal texts with Keras. Weiterlesen
NER @ CLI: Custom-named entity recognition with spaCy in four lines
06.11.2020
We show how to extract information from legal texts, training spaCy's named entity recognition model for our task on the command line. Weiterlesen
Move n-gram extraction into your Keras model!
19.07.2019
N-gram extraction can boost the performance of your text processing model. Add it as a frozen layer and leave everything else untouched! Weiterlesen
Natural Language Processing — Einsteigen und loslegen!
07.03.2019
1 Worum geht es? Ob Suchmaschinen, Spamfilter, Chatbots oder Sprachassistenten wie Siri und Alexa — Computer verarbeiten immer mehr Sprache... Weiterlesen