| layout | title | permalink | key | aside | license | show_date | modify_date | ||
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article |
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2019-05-16 |
{:.h2_article}
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State of the Art Natural Language Processing at Scale. David Talby - April 13, 2020
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Spark NLP: State of the art natural language processing at scale. David Talby - 4 Jun 2020
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What is Spark NLP. John Snow Labs - 30 Jul 2019
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Apache Spark NLP Extending Spark ML to Deliver Fast, Scalable, and Unified Natural Language Process. David Talby - 6 May 2019
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Natural Language Understanding at Scale with Spark Native NLP, Spark ML &TensorFlow with Alex Thomas. Alex Thomas - 26 Oct 2017
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[Introducing the Natural Language Processing Library for Apache Spark](https://databricks.com/blog/2017/10/19/introducing-natural-language-processing-library-apache-spark.html)David Talby - October 19, 2017
[Improving Clinical Document Understanding on COVID-19 Research with Spark NLP](https://arxiv.org/abs/2012.04005?__hstc=162627875.7e2e14acbce8f704860db3c9a9f86d5f.1608308444598.1611854965224.1612279175672.32&__hssc=162627875.1.1612279175672&__hsfp=1326107387&hsCtaTracking=5ad1bb2e-ee9e-4ada-97a2-06fabb0f15ac%7C573cdf1c-4538-4a05-ad78-8cf40795d21f)Veysel Kocaman, David Talby - 7 December, 2020
[Topic Modelling with PySpark and Spark NLP](https://medium.com/trustyou-engineering/topic-modelling-with-pyspark-and-spark-nlp-a99d063f1a6e)Maria Obedkova - May 29, 2020
[Installing Spark NLP and Spark OCR in air-gapped networks (offline mode)](https://medium.com/spark-nlp/installing-spark-nlp-and-spark-ocr-in-air-gapped-networks-offline-mode-f42a1ee6b7a8)Veysel Kocaman - May 04, 2020
[Cleaning and extracting text from HTML/XML documents by using Spark NLP](https://medium.com/spark-nlp/cleaning-and-extracting-content-from-html-xml-documents-using-spark-nlp-documentnormalizer-913d96b2ee34)Stefano Lori - Jan 13, 2020
[A Google Colab Notebook Introducing Spark NLP](https://colab.research.google.com/github/JohnSnowLabs/spark-nlp-workshop/blob/master/tutorials/1hr_workshop/SparkNLP_openSource_intro.ipynb)Veysel Kocaman - September, 2020
[State-of-the-art Natural Language Processing at Scale](https://events.johnsnowlabs.com/state-of-the-art-natural-language-processing-at-scale?hsCtaTracking=29ecddee-3d88-4272-bc32-33b6635d0fa2%7C912a831b-0ad1-4e80-a324-6e607cdd1de2)David Talby - April 13, 2020
[How to Wrap Your Head Around Spark NLP](https://towardsdatascience.com/how-to-wrap-your-head-around-spark-nlp-a6f6a968b7e8)Mustafa Aytuğ Kaya - August 25, 2020
[5 Reasons Why Spark NLP Is The Most Widely Used Library In Enterprises](https://www.analyticsindiamag.com/5-reasons-why-spark-nlp-is-the-most-widely-used-library-in-enterprises/)Ambika Choudhury - May 28, 2019
[My Experience with SparkNLP Workshop & Certification](https://medium.com/@angelinamarialeigh/my-experience-with-sparknlp-workshop-certification-f7f39ada77ec)Angelina Maria Leigh - August 17, 2020
[Out of the box Spark NLP models in action](https://www.johnsnowlabs.com/out-of-the-box-spark-nlp-models-in-action/)Dia Trambitas - August 14, 2020
[Get started with Machine Learning in Java using Spark NLP](https://medium.com/parito-labs-blog/get-started-with-machine-learning-in-java-using-spark-nlp-9eb8ef2ea2ce)Will Price - August 27, 2020
[SPARK NLP 3: MASSIVE SPEEDUPS & THE LATEST COMPUTE PLATFORMS](https://www.johnsnowlabs.com/spark-nlp-3-massive-speedups-the-latest-compute-platforms/)Maziyar Panahi - March 25, 2021
[SPARK NLP 2.7: 720+ NEW MODELS & PIPELINES FOR 192 LANGUAGES!](https://www.johnsnowlabs.com/spark-nlp-2-7-720-new-models-pipelines-for-192-languages/)David Talby - January 05, 2021
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"Python's NLU library: 1,000+ Models, 200+ Languages, 1 Line of Code" by: Christian Kasim Loan - 18 June 2021
<iframe title="vimeo-player" src="https://player.vimeo.com/video/478640529" width="100%" height="305" frameborder="0" allowfullscreen></iframe>
John Snow Labs NLU: Become a Data Science Superhero with One Line of Python code. Christian Kasim Loan - November, 2020
{:.h4_article}
[1 line to GLOVE Word Embeddings with NLU in Python](https://medium.com/spark-nlp/1-line-to-glove-word-embeddings-with-nlu-in-python-baed152fff4d)Christian Kasim Loan - January 17, 2021
[1 line to XLNET Word Embeddings with NLU in Python](https://medium.com/spark-nlp/1-line-to-xlnet-word-embeddings-with-nlu-in-python-5efc57d7ac79)Christian Kasim Loan - January 17, 2021
[1 line to ALBERT Word Embeddings with NLU in Python](https://medium.com/spark-nlp/1-line-to-albert-word-embeddings-with-nlu-in-python-1691bc048ed1)Christian Kasim Loan - January 17, 2021
[1 line to COVIDBERT Word Embeddings with NLU in Python](https://medium.com/spark-nlp/1-line-to-covidbert-word-embeddings-with-nlu-in-python-e67396da2f78)Christian Kasim Loan - January 17, 2021
[1 line to ELECTRA Word Embeddings with NLU in Python](https://medium.com/spark-nlp/1-line-to-electra-word-embeddings-with-nlu-in-python-25f749bf3e92)Christian Kasim Loan - January 17, 2021
[1 line to BioBERT Word Embeddings with NLU in Python](https://medium.com/spark-nlp/1-line-to-biobert-word-embeddings-with-nlu-in-python-7224ab52e131)Christian Kasim Loan - January 17, 2021
[1 Line of Code, 350 + NLP Models with John Snow Labs’ NLU in Python](https://medium.com/spark-nlp/1-line-of-code-350-nlp-models-with-john-snow-labs-nlu-in-python-2f1c55bba619)Christian Kasim Loan - September 21, 2020
[Easy sentence similarity with BERT Sentence Embeddings using John Snow Labs NLU](https://medium.com/spark-nlp/easy-sentence-similarity-with-bert-sentence-embeddings-using-john-snow-labs-nlu-ea078deb6ebf)Christian Kasim Loan - November 20, 2020
[Training Deep Learning NLP Classifier Tutorial](https://colab.research.google.com/drive/12FA2TVvvRWw4pRhxDnK32WAzl9dbF6Qw?usp=sharing)Christian Kasim Loan - November 20, 2020
[1 Python Line for ELMo Word Embeddings and t-SNE plots with John Snow Labs’ NLU](https://medium.com/spark-nlp/1-python-line-for-elmo-word-embeddings-with-john-snow-labs-nlu-628e9b924a3)Christian Kasim Loan - October 24, 2020
[1 line of Python code for BERT, ALBERT, ELMO, ELECTRA, XLNET, GLOVE, Part of Speech with NLU and t-SNE](https://medium.com/spark-nlp/1-line-of-code-for-bert-albert-elmo-electra-xlnet-glove-part-of-speech-with-nlu-and-t-sne-9ebcd5379cd)Christian Kasim Loan - September 21, 2020
[1 line to BERT Word Embeddings with NLU in Python](https://medium.com/spark-nlp/1-line-to-bert-word-embeddings-with-nlu-f50d2b08cddc)Christian Kasim Loan - September 21, 2020
[Question answering, intent classification, aspect based ner, and new multilingual models in python’s NLU library](https://www.johnsnowlabs.com/question-answering-intent-classification-aspect-based-ner-and-new-multilingual-models-in-pythons-nlu-library/)Christian Kasim Loan - February 12, 2021
[Intent and action classification, analyze chinese news and crypto market, 200+ languages & answer questions with NLU 1.1.3](https://www.johnsnowlabs.com/intent-and-action-classification-analyze-chinese-news-and-crypto-market-translate-200-languages-answer-questions-with-nlu-1-1-3/)Christian Kasim Loan - March 02, 2021
[Hindi wordembeddings, bengali named entity recognition, 30+ new models, analyze crypto news with NLU 1.1.2](https://www.johnsnowlabs.com/hindi-wordembeddings-bengali-named-entity-recognition-30-new-models-analyze-crypto-news-with-nlu-1-1-2/)Christian Kasim Loan - February 18, 2021
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State-of-the-art Clinical Named Entity Recognition in Spark NLP Workshop - Veysel Kocaman
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Train your own NerDL. John Snow Labs - 7 Oct 2019
{:.h4_article}
[State-of-the-art named entity recognition with BERT](https://events.johnsnowlabs.com/webinar-state-of-the-art-named-entity-recognition-using-bert?hsCtaTracking=c5bfb98f-bf4e-4b81-92d0-4ad149f9da05%7C47b0af91-4c83-401d-9163-2417863ed82b )Veysel Kocaman - February 26th, 2020
[State-of-the-art Named Entity Recognition in Spark NLP](https://aiplus.odsc.com/courses/state-of-the-art-named-entity-recognition-in-spark-nlp)Veysel Kocaman
[Spark NLP in action: intelligent, high-accuracy fact extraction from long financial documents](https://www.johnsnowlabs.com/uipath-intelligent-extraction-from-long-financial-documents/)Saif Addin Ellafi - May 5, 2020
[Named Entity Recognition (NER) with BERT in Spark NLP](https://towardsdatascience.com/named-entity-recognition-ner-with-bert-in-spark-nlp-874df20d1d77)Veysel Kocaman - Mar 4, 2020
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Spark NLP in Action: Learning to read Life Science research - Saif Addin Ellafi. Saif Addin Ellafi - 1 Aug 2018
<iframe title="vimeo-player" src="https://player.vimeo.com/video/484128490" width="100%" height="305" frameborder="0" allowfullscreen></iframe>
State of the art emotion and sentiment analysis with Spark NLP (Data science Salon). Dia Trambitas - December 1, 2020
{:.h4_article}
[GloVe, ELMo & BERT. A guide to state-of-the-art text classification using Spark NLP
](https://towardsdatascience.com/glove-elmo-bert-9dbbc9226934)Ryan Burke - March 16, 2021
[Distributed Topic Modelling using Spark NLP and Spark MLLib(LDA)](https://medium.com/analytics-vidhya/distributed-topic-modelling-using-spark-nlp-and-spark-mllib-lda-6db3f06a4da3)Satish Silveri - June 11, 2020
[Text Classification in Spark NLP with Bert and Universal Sentence Encoders](https://towardsdatascience.com/text-classification-in-spark-nlp-with-bert-and-universal-sentence-encoders-e644d618ca32)Veysel Kocaman - April 12, 2020
[Classification of Unstructured Documents into the Environmental, Social & Governance (ESG) Taxonomy](https://www.johnsnowlabs.com/classification-of-unstructured-documents-esg-taxonomy/)Alina Petukhova - May, 2020
[Using Spark NLP to build a drug discovery knowledge graph for COVID-19](https://www.nlpsummit.org/using-spark-nlp-to-build-a-drug-discovery-knowledge-graph-for-covid-19/)Vishnu Vettrivel, Alexander Thomas - October 8, 2020
[Build Text Categorization Model with Spark NLP](https://medium.com/analytics-vidhya/build-text-categorization-model-with-spark-nlp-3617c6b17cea)Satish Silveri - Jul 8 2020
[Topic Modelling with PySpark and Spark NLP](https://medium.com/trustyou-engineering/topic-modelling-with-pyspark-and-spark-nlp-a99d063f1a6e)Maria Obedkova - May 29 2020
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Spark NLP Annotators, Annotations and Pipelines. John Snow Labs - 23 Oct 2019
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Your first Spark NLP Pipeline. John Snow Labs - 23 Oct 2019
<iframe title="vimeo-player" src="https://player.vimeo.com/video/484128490" width="100%" height="305" frameborder="0" allowfullscreen></iframe>
Natural Language Understanding at Scale with Spark NLP | DSS 2020. Veysel Kocaman - December 12, 2020
{:.h4_article}
[Cleaning and extracting text from HTML/XML documents by using Spark NLP](https://medium.com/spark-nlp/cleaning-and-extracting-content-from-html-xml-documents-using-spark-nlp-documentnormalizer-913d96b2ee34)Stefano Lori - January 13 2021
[NER model with ELMo Embeddings in 5 minutes in Spark-NLP](https://medium.com/@christian.kasim.loan/scalable-ner-with-elmo-embeddings-in-5-minutes-in-spark-nlp-154bdaaf17b7)Christian Kasim Loan - Jule 2020
[Applying Context Aware Spell Checking in Spark NLP](https://medium.com/spark-nlp/applying-context-aware-spell-checking-in-spark-nlp-3c29c46963bc)Alberto Andreotti - May 2020
[Spark nlp 2.5 delivers state-of-the-art accuracy for spell checking and sentiment analysis](https://www.johnsnowlabs.com/spark-nlp-2-5-delivers-state-of-the-art-accuracy-for-spell-checking-and-sentiment-analysis/)Ida Lucente - May 12, 2020
[Spark NLP 2.4: More Accurate NER, OCR, and Entity Resolution](https://www.johnsnowlabs.com/john-snow-labs-announces-its-biggest-spar-nlp-release-ever-spark-nlp-enterprise-2-4-0/)Ida Lucente - February 14, 2020
[Introduction to Spark NLP: Foundations and Basic Components (Part-I)](https://medium.com/spark-nlp/introduction-to-spark-nlp-foundations-and-basic-components-part-i-c83b7629ed59)Veysel Kocaman - Sep 29, 2019
[Introducing Spark NLP: Why would we need another NLP library (Part-I)](https://www.johnsnowlabs.com/introducing-spark-nlp-why-would-we-need-another-nlp-library-part-i-2/)Veysel Kocaman - October 22, 2019
[Introducing Spark NLP: basic components and underlying technologies (Part-III)](https://www.johnsnowlabs.com/introducing-spark-nlp-basic-components-and-underlying-technologies-part-iii/)Veysel Kocaman - December 2, 2019
[Explain document DL – Spark NLP pretrained pipeline](https://www.johnsnowlabs.com/explain-document-pretrained-pipeline-spark-nlp-short-blogpost-series-1/)Veysel Kocaman - January 15, 2020
[Spark NLP Walkthrough, powered by TensorFlow](https://medium.com/@saif1988/spark-nlp-walkthrough-powered-by-tensorflow-9965538663fd)Saif Addin Ellafi - Nov 19, 2018
[Natural Language Processing with PySpark and Spark-NLP](https://towardsdatascience.com/natural-language-processing-with-pyspark-and-spark-nlp-b5b29f8faba)Allison Honold - Feb 5, 2020
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Advancing the State of the Art in Applied Natural Language Processing | Healthcare NLP Summit 2021. David Talby - 21 Apr 2021
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How to Apply State-of-the-Art Natural Language Processing in Healthcare. David Talby - 15 Sep 2020
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Advanced Natural Language Processing with Apache Spark NLP. David Talby - 20 Aug 2020
<iframe title="vimeo-player" src="https://player.vimeo.com/video/413744566" width="100%" height="305" frameborder="0" allowfullscreen></iframe>
Applying State-of-the-art Natural Language Processing for Personalized Healthcare. David Talby - April 13, 2020
<iframe title="vimeo-player" src="https://player.vimeo.com/video/412399242" width="100%" height="305" frameborder="0" allowfullscreen></iframe>
State-of-the-art Natural Language Processing at Scale. David Talby - April 13, 2020
<iframe title="vimeo-player" src="https://player.vimeo.com/video/414853790" width="100%" height="305" frameborder="0" allowfullscreen></iframe>
Apache SPARK NLP: Extending SPARK ML to Deliver Fast, Scalable & Unified Natural Language Processing. David Talby - June 04, 2018
<iframe title="vimeo-player" src="https://player.vimeo.com/video/414861725" width="100%" height="305" frameborder="0" allowfullscreen></iframe>
State of the Art Natural Language Processing at Scale. David Talby - June 04, 2018
<iframe title="vimeo-player" src="https://player.vimeo.com/video/413701101" width="100%" height="305" frameborder="0" allowfullscreen></iframe>
Spark NLP in Action: Learning to read Life Science research. Saif Addin Ellafi - May 28, 2018
<iframe title="vimeo-player" src="https://player.vimeo.com/video/414847878" width="100%" height="305" frameborder="0" allowfullscreen></iframe>
Natural Language Understanding at Scale with Spark-Native NLP, Spark ML, and TensorFlow. Alexander Thomas - October 14, 2018
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Apache Spark NLP for Healthcare: Lessons Learned Building Real-World Healthcare AI Systems. Veysel Kocaman - 9 Jul 2020
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SNOMED entity resolver. John Snow Labs - 31 Jul 2020
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NLP and its applications in Healthcare. Veysel Kocaman - 17 May 2020
<iframe title="vimeo-player" src="https://player.vimeo.com/video/412397682" width="100%" height="305" frameborder="0" allowfullscreen></iframe>
Lessons Learned Building Real-World Healthcare AI Systems. Veysel Kocaman - April 13, 2020
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Application of Spark NLP for Development of Multi-Modal Prediction Model from EHR | Healthcare NLP. Sutanay Choudhury - 14 Apr 2021
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Best Practices in Improving NLP Accuracy for Clinical Use Cases I Healthcare NLP Summit 2021. Rajesh Chamarthi, Veysel Kocaman - 15 Apr 2021
{:.h4_article}
[Contextual Parser: Increased Flexibility Extracting Entities in Spark NLP](https://medium.com/spark-nlp/contextual-parser-increased-flexibility-extracting-entities-in-spark-nlp-123ed58672f0)Luca Martial - Feb 09 2022
[Named Entity Recognition for Healthcare with SparkNLP NerDL and NerCRF](https://medium.com/spark-nlp/named-entity-recognition-for-healthcare-with-sparknlp-nerdl-and-nercrf-a7751b6ad571)Maggie Yilmaz - Jul 20 2020
[Roche automates knowledge extraction from pathology reports with Spark NLP](https://www.johnsnowlabs.com/roche-automates-knowledge-extraction-from-pathology-reports/)Case Study
[Spark NLP in action: Improving patient flow forecasting](https://www.johnsnowlabs.com/ai-case-studies-kaiser-permanente-improving-patient-flow-forecasting/)Case Study
[Using Spark NLP to Enable Real-World Evidence (RWE) and Clinical Decision Support in Oncology](https://events.johnsnowlabs.com/en/using-spark-nlp-to-enable-real-world-evidence-rwe-and-clinical-decision-support-in-oncology?hsCtaTracking=81137cc6-a6a5-40e0-ba60-adb9dad75bf0%7C0d667653-b556-42da-b991-e04e30ea35b1)Veysel Kocaman - April 13, 2020
[Applying State-of-the-art Natural Language Processing for Personalized Healthcare](https://events.johnsnowlabs.com/applying-state-of-the-art-natural-language-processing-for-personalized-healthcare?hsCtaTracking=fa4c9663-c714-4afd-bffd-fe5ff29e30b3%7C688707a8-7db8-4073-b1e4-971963d16d01)David Talby - April 13, 2020
[Automated Mapping of Clinical Entities from Natural Language Text to Medical Terminologies](https://events.johnsnowlabs.com/en/automated-mapping-of-clinical-entities-from-natural-language-text-to-medical-terminologies?hsCtaTracking=584b3181-cc71-4846-9077-a399767213f8%7C85c96753-f29e-45ca-9b79-5fc8ce302f62)Andrés Fernández - April 29 2020
[Contextual Parser in Spark NLP: Extracting Medical Entities Contextually](https://medium.com/spark-nlp/contextual-parser-in-spark-nlp-extracting-medical-entities-contextually-cdbf0e2cb693)Alina Petukhova - May 28 2020
[Deep6 accelerates clinical trial recruitment with Spark NLP](https://www.johnsnowlabs.com/deep6-spark-nlp-accelerate-clinical-trial-recruitment/ )Case Study
[SelectData uses AI to better understand home health patients](https://www.johnsnowlabs.com/selectdata-uses-ai-to-undrstand-home-health-patients/)Case Study
[Explain Clinical Document Spark NLP Pretrained Pipeline](https://www.johnsnowlabs.com/explain-clinical-document-spark-nlp-pretrained-pipeline/)Veysel Kocaman - January 20, 2020
[Introducing Spark NLP: State of the art NLP Package (Part-II)](https://www.johnsnowlabs.com/introducing-spark-nlp-state-of-the-art-nlp-package-part-ii/)Veysel Kocaman - January 20, 2020
[Automated Adverse Drug Event (ADE) Detection from Text in Spark NLP with BioBert](https://towardsdatascience.com/automated-adverse-drug-event-ade-detection-from-text-in-spark-nlp-with-biobert-837c700f5d8c)Veysel Kocaman - Octover 4, 2020
[Normalize drug names and dosage units with spark NLP](https://www.johnsnowlabs.com/normalize-drug-names-and-dosage-units-with-spark-nlp/)David Cecchini - February 23, 2021
[Spark NLP for healthcare 2.7.3 with biobert extraction models, higher accuracy, de-identification, new radiology ner model & more](https://www.johnsnowlabs.com/spark-nlp-for-healthcare-2-7-3-is-available-now-biobert-based-relation-extraction-models-higher-accuracy-entity-resolution-massive-improvements-in-de-identification-extracting-body-part-relations/)Veysel Kocaman - February 09, 2021
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<iframe title="vimeo-player" src="https://player.vimeo.com/video/432305213" width="100%" height="305" frameborder="0" allowfullscreen></iframe>
Maximizing Text Recognition Accuracy with Image Transformers in Spark OCR. Mykola Melnyk - June 24, 2020
<iframe title="vimeo-player" src="https://player.vimeo.com/video/449445904" width="100%" height="305" frameborder="0" allowfullscreen></iframe>
Accurate de-identification, obfuscation, and editing of scanned medical documents and images. Alina Petukhova - August 19, 2020
<iframe title="vimeo-player" src="https://player.vimeo.com/video/412396046" width="100%" height="305" frameborder="0" allowfullscreen></iframe>
Accurate De-Identification of Structured & Unstructured Medical Data at Scale. Julio Bonis - March 18, 2020
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[A Unified CV, OCR & NLP Model Pipeline for Document Understanding at DocuSign](https://www.nlpsummit.org/a-unified-cv-ocr-nlp-model-pipeline-for-document-understanding-at-docusign/)Patrick Beukema, Michael Chertushkin - October 6, 2020
[Scaling High-Accuracy Text Extraction from Images using Spark OCR on Databricks](https://www.johnsnowlabs.com/scaling-high-accuracy-text-extraction-from-images-using-spark-ocr-on-databricks/)Mikola Melnyk - July 2, 2020
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Turbocharging State-of-the-art Natural Language Processing on Ray. David Talby - October 3, 2020
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[Big Data Analysis of Meetup Events using Spark NLP, Kafka and Vegas Visualization](https://towardsdatascience.com/a-big-data-analysis-of-meetup-events-using-spark-nlp-kafka-and-vegas-visualization-af12c0efed92)Andrei Deuşteanu - August 25, 2020
[Setup Spark NLP on Databricks in 2 Minutes and get the taste of scalable NLP](https://medium.com/spark-nlp/spark-nlp-quickstart-tutorial-with-databricks-5df54853cf0a)Christian Kasim Loan - May 25, 2020
[Real-time trending topic detection using Spark NLP, Kafka and Vegas Visualization](https://bigdata.ro/)Valentina Crisan - Oct 15, 2020
[Mueller Report for Nerds! Spark meets NLP with TensorFlow and BERT](https://medium.com/hackernoon/mueller-report-for-nerds-spark-meets-nlp-with-tensorflow-and-bert-part-1-32490a8f8f12)Maziyar Panahi - May 1, 2019
[Spark in Docker in Kubernetes: A Practical Approach for Scalable NLP](https://towardsdatascience.com/spark-in-docker-in-kubernetes-a-practical-approach-for-scalable-nlp-9dd6ef47c31e)Jürgen Schmidl - Jan 18 2020
[Running Spark NLP in Docker Container for Named Entity Recognition and Other NLP Features](https://towardsdatascience.com/running-spark-nlp-in-docker-container-for-named-entity-recognition-and-other-nlp-features-8acdb662da5b)Yuefeng Zhang - Jun 5 2020
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Accelerating Clinical Data Abstraction and Real-World Data Curation with Active Learning, Dia Trambitas - Apr 15, 2021
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MLOPS Veysel & Dia. Dia Trambitas, Veysel Kocaman - July 16, 2020
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Best Practices & Tools for Accurate Document Annotation and Data Abstraction. Dia Trambitas - May 27, 2020
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[John Snow Labs’ data annotator & active learning for human-in-the-loop AI is now included with all subscriptions](https://www.johnsnowlabs.com/john-snow-labs-data-annotator-for-human-in-the-loop-ai-is-now-included-with-all-subscriptions/)Ida Lucente - May 26, 2020
[Auto NLP: Pretrain, Tune & Deploy State-of-the-art Models Without Coding](https://www.nlpsummit.org/auto-nlp-pretrain-tune-deploy-state-of-the-art-models/)Dia Trambitas - October 6, 2020
[Lesson Learned annotating training data for healthcare NLP projects](https://www.nlpsummit.org/lesson-learned-annotating-training-data-for-healthcare-nlp-projects/)Rebecca Leung, Marianne Mak - October 8, 2020
[Task review workflows in the annotation lab](https://www.johnsnowlabs.com/task-review-workflows-in-the-annotation-lab/)Dia Trambitas - March 08, 2021
[The annotation lab 1.1 is here with improvements to speed, accuracy, and productivity](https://www.johnsnowlabs.com/the-annotation-lab-1-1-is-here-with-improvements-to-speed-accuracy-and-productivity/)Ida Lucente - January 20, 2021
[Tips and tricks on how to annotate assertion in clinical texts](https://www.johnsnowlabs.com/tips-and-tricks-on-how-to-annotate-assertion-in-clinical-texts/)Mauro Nievas Offidani - November 24, 2020
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[Biomedical Named Entity Recognition at Scale](https://arxiv.org/abs/2011.06315)Veysel Kocaman, David Talby - November 12, 2020
[NLP Industry Survey Analysis: the industry landscape of natural language use cases in 2020](https://www.nlpsummit.org/nlp-industry-survey-analysis-2020/ )Paco Nathan - October 6, 2020
[Comparing the Functionality of Open Source Natural Language Processing Libraries](https://blog.dominodatalab.com/comparing-the-functionality-of-open-source-natural-language-processing-libraries/)Maziyar Panahi and David Talby - April 7, 2019
[SpaCy or Spark NLP — A Benchmarking Comparison](https://medium.com/spark-nlp/spacy-or-spark-nlp-a-benchmarking-comparison-23202f12a65c)Mustafa Aytuğ Kaya - Aug 27, 2020
[Comparing production-grade NLP libraries: Training Spark-NLP and spaCy pipelines](https://www.oreilly.com/ideas/comparing-production-grade-nlp-libraries-training-spark-nlp-and-spacy-pipelines)Saif Addin Ellafi - February 28, 2018
[Comparing production-grade NLP libraries: Running Spark-NLP and spaCy pipelines](https://www.oreilly.com/ideas/comparing-production-grade-nlp-libraries-running-spark-nlp-and-spacy-pipelines)Saif Addin Ellafi - February 28, 2018
[Comparing production-grade NLP libraries: Accuracy, performance, and scalability](https://www.oreilly.com/ideas/comparing-production-grade-nlp-libraries-accuracy-performance-and-scalability)Saif Addin Ellafi - February 28, 2018
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[John Snow Labs is healthcare tech outlook’s 2020 healthcare analytics provider of the year](https://www.johnsnowlabs.com/john-snow-labs-is-healthcare-tech-outlooks-2020-healthcare-analytics-provider-of-the-year/)Ida Lucente - July 14, 2020
[John Snow Labs wins the 2020 artificial intelligence excellence award](https://www.johnsnowlabs.com/john-snow-labs-wins-the-2020-artificial-intelligence-excellence-award/)Ida Lucente - April 27, 2020
[John Snow Labs is named ‘2019 ai platform of the year](https://www.johnsnowlabs.com/john-snow-labs-is-named-2019-ai-platform-of-the-year/)Ida Lucente - August 14, 2019
[Spark NLP is the world’s most widely used nlp library by enterprise practitioners](https://www.johnsnowlabs.com/spark-nlp-is-the-worlds-most-widely-used-nlp-library-by-enterprise-practitioners/)Ida Lucente - May 6, 2019
[John Snow Labs’ spark nlp wins “most significant open source project” at the strata data awards](https://www.johnsnowlabs.com/john-snow-labs-spark-nlp-wins-most-significant-open-source-project-at-the-strata-data-awards%ef%bb%bf/)Ida Lucente April 1 - 2019
[John Snow Labs named “artificial intelligence solution provider of the year” by cio review](https://www.johnsnowlabs.com/john-snow-labs-named-artificial-intelligence-solution-provider-of-the-year-by-cio-review/)Ida Lucente - February 7, 2019