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Matt ChapmaninTowards Data ScienceAdvanced Data Preparation Using Custom Transformers in Scikit-LearnGo beyond “beginner mode” and take full advantage of scikit-learn’s more powerful capabilitiesJun 15, 20232Jun 15, 20232
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Fabio MatricardiinArtificial Corner12 things I wish I knew before starting to work with Hugging Face LLMInsights and Tips for Navigating the Hugging Face LLM LandscapeJun 8, 202312Jun 8, 202312
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Chris MauckinTowards Data ScienceEffectively Annotate Text Data for Transformers via Active Learning + Re-labelingBoost Transformer model performance with Active Learning assisted data labelingApr 27, 2023Apr 27, 2023
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Yana StamenovaHow to Easily Create Custom Dataset for Document Understanding Transformer (Donut)?Hey guys, this is my first article on Medium. I am diving into Deep Learning but still learning and have a long way to go to consider…Jan 14, 20231Jan 14, 20231
Ahmed BesbesinTowards Data ScienceDoccano — A Tool To Annotate Text Data To Train Custom NLP ModelsGarbage in, garbage out: good-quality data is the fuel to robust ML enginesJul 13, 20223Jul 13, 20223
Abdul Basit UntooNamed Entity Recognition (NER) and ways to use it.In my articles, I try to be fairly simple in order to explain the concept and the heart of the subject matter.Feb 4, 2023Feb 4, 2023
Michael MarkininLevel Up CodingAuto-Detect Anything With Custom Named Entity Recognition (NER)A start-to-finish code walkthrough using spaCy v3Nov 9, 20213Nov 9, 20213
Pierre GuillouDocument AI | APP to compare the Document Understanding LiLT and LayoutXLM (base) models at line…Post that compares the performance of 2 Document Understanding models at line level: LiLT and LayoutXLM (base). A notebook is associated.Mar 25, 2023Mar 25, 2023
Pierre GuillouDocument AI | Processing of DocLayNet dataset to be used by layout models of the Hugging Face hub…Post about Document AI (NLP area that affects all businesses) and the adaptation of DocLayNet dataset for Hugging Face models and…Jan 27, 2023Jan 27, 2023
Toon BeertenHands-on: document data extraction with 🍩 transformerMy experience using donut transformers model to extract invoice indexes.Mar 14, 20232Mar 14, 20232
Chetankumar KhadkeinChatbots LifeInformation Extraction with DONUTInformation extraction with Q&A. Extraction of data/points from Invoice, ticket kind of documents with DONUT.Aug 29, 20225Aug 29, 20225
Pierre GuillouEstado da arte do NLP com as bibliotecas Transformers de Hugging Face e fastai v2Palestra do Pierre Guillou sobre o “Estado da arte do NLP com as bibliotecas Transformers de Hugging Face e fastai v2” (julho 2020).Aug 12, 2020Aug 12, 2020
Pierre GuillouCurso sobre os modelos NLP de Deep Learning (transformer) usando as bibliotecas Hugging FaceOs modelos NLP de Deep Learning quase todos usam a arquitetura transformer. Descubra seus pontos-chave em português no curso Hugging Face.Aug 3, 2022Aug 3, 2022
