PinnedTim SchopfinTowards Data ScienceA Taxonomy of Natural Language ProcessingAn overview of different fields of study and recent developments in NLPSep 23, 20232Sep 23, 20232
PinnedTim SchopfinTowards Data ScienceUnsupervised Text Classification with Lbl2VecAn introduction to embedding-based classification of unlabeled text documentsDec 23, 20216Dec 23, 20216
Tim SchopfinTowards Data ScienceA Decade of Knowledge Graphs in Natural Language ProcessingAn overview of the research landscape combining structured and unstructured knowledge in NLPMar 14, 20231Mar 14, 20231
Tim SchopfinTowards Data ScienceZero-Shot vs. Similarity-Based Text ClassificationAn evaluation of unsupervised text classification approachesJan 5, 2023Jan 5, 2023
Tim SchopfinTowards Data ScienceUnsupervised Keyphrase Extraction with PatternRankUsing pretrained transformer language models and part of speech for state-of-the-art keyphrase extractionOct 19, 20223Oct 19, 20223
Tim SchopfinTowards Data ScienceParallel Inference of HuggingFace π€ Transformers on CPUsAn introduction to multiprocessing predictions of large machine learning and deep learning modelsFeb 21, 20224Feb 21, 20224
Tim SchopfinTowards Data ScienceKeyphrase Extraction with BERT Transformers and Noun PhrasesUsing noun phrase preprocessing to enhance BERT-based keyword extractionFeb 7, 20222Feb 7, 20222