PyData: Natural Language Processing Session List
deepdoctection - An open source package for document intelligence
Janis Meyer
Computer Vision, Natural Language Processingdeepdoctection is a Python package that enables document analysis pipelines to be built using deep learning models.
Efficient data labelling with weak supervision
Maria Mestre
Data Engineering, Data Visualization, Natural Language ProcessingData labelling should not be a waterfall task. Label your data significantly faster with weak supervision (https://github.com/dataqa/dataqa)
Performing Content: Can NLP and Deep Learning algorithms predict reader preferences?
Sebastian Cattes
Natural Language Processing, Neural Networks / Deep Learning, StatisticsCan AI understand what drives user engagement? Join our talk "Performing Content: Can NLP and Deep Learning algorithms predict reader preferences?" to find out what NLP can bring to the editorial table.
Transformer based clustering: Identifying product clusters for E-commerce
Sebastian Wanner, Christopher Lennan
Natural Language Processing, Neural Networks / Deep Learning, Use CaseTransformer based clustering with Sentence-Transformers and Facebook Faiss for an E-commerce use case where we clustered offers to automatically generate new products.
XAI meets Natural Language Processing
Larissa Haas
Data Visualization, Ethics (Privacy, Fairness,… ), Transparency / InterpretabilityXAI meets NLP - approaches, workarounds and lessons learned while making an NLP project explainable
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