Join the ‘Automated Testing of Bias, Fairness, and Robustness of #LanguageModels in the #GenerativeAI Lab‘ webinar on July 31, 2024, at 2 pm ET by David Cecchini, our Senior Data Scientist. Testing and mitigating bias, fairness, and robustness issues in AI applications is now a legal requirement in the USA in regulated industries like #healthcare, human resources, and financial services. This webinar presents new capabilities within the no-code Generative AI Lab, designed for building custom language models by non-technical domain experts, that enable compliance with such requirements and embody best practices for Responsible AI. We’ll cover how you can: ♢ Create, edit, and reuse test suites ♢ Automatically generate test cases for robustness & bias ♢ Manually review and edit tests when needed ♢ Run LLM test suites and see both summarized and drill-down results ♢ Run regression testing before certifying new versions of models, or competing models This webinar is intended for anyone interested in testing, certifying, and mitigating bias issues in custom language models for real-world systems. Register now: https://lnkd.in/d6368g-x #GenerativeAI #HealthcareAI #MedicalLLMs #nlp #naturallanguageprocessing #DataScience #DataEngineering #DataAnalysis #DataInsights #TextProcessing #DeepLearning #DataScience #ResponsibleNLP #ResponsibleAI
John Snow Labs
IT Services and IT Consulting
Lewes, Delaware 17,138 followers
Helping healthcare and life science organizations put AI to work faster with state-of-the-art LLM & NLP
About us
John Snow Labs, the AI for Healthcare company, provides state-of-the-art software, language models, and data to help healthcare and life science organizations build, deploy, and operate AI, LLM, and NLP projects faster.
- Website
-
https://www.johnsnowlabs.com
External link for John Snow Labs
- Industry
- IT Services and IT Consulting
- Company size
- 51-200 employees
- Headquarters
- Lewes, Delaware
- Type
- Privately Held
- Founded
- 2015
- Specialties
- Big Data, Digital Health, Data Philanthropy, Data Analytics, Health IT, Predictive Analytics, Data Analysis, Python, Data Science, Healthcare, Data Mining, DeveOps, Artificial Intelligence, AI, NLP, Natural Language Processing, Healthcare AI, Large Language Models, Visual NLP, Healthcare NLP, Generative AI, and Medical Large Language Models
Products
Spark NLP
Natural Language Processing (NLP) Software
The first production grade versions of the latest deep learning NLP research.
Locations
-
Primary
16192 Coastal Highway
Lewes, Delaware 19958, US
Employees at John Snow Labs
-
Jiri Dobes
Artificial Intelligence | Math Ph.D. | Project Management (PMP) | Sales | Contracting | Management Consulting
-
Julio Bonis Sanz
Medical Doctor + MBA + AI NLP Engineer + Epidemiologist
-
Radu Bisca
Information Technology Consultant
-
Jose Pablo Alberto Andreotti
Data Scientist/ Machine Learning Engineer at John Snow Labs
Updates
-
🚀 Explore Our Advanced #MedicalChatbot! 🚀 Key Features: • Integrated Tools for seamless functionality. • Tailored Healthcare Solutions designed for precision. • Comprehensive Medical Knowledge Graph for informed decision-making. Start Your Free Trial Today: https://hubs.li/Q02GtZ1h0 #LargeLanguageModels #LLMs #HealthcareLLMs #ResponsibleAI #NoCode #GenerativeAI #HealthcareAI #MedicalLLMs #MachineLearning #IoT #ArtificialIntelligence #DigitalTransformation #NLP #NLU
-
The presentation explores the technical challenges, cost analysis, and future prospects of the innovative approach that led to a 98% reduction in mapping costs compared to manual processes, emphasizing its scalability and cost-effectiveness. This efficient method did not require model fine-tuning, training, extensive data exposure to the LLM, or the use of a clinically focused LLM. This session was presented by Phil Ballentine, MSc – Sr Director, Data Engineering, Atropos Health at #Healthcare #NLPSummit 2024 Watch an entire video here: https://lnkd.in/dQAzV4wg #LargeLanguageModels #MedicalAIApplications, #AIinHealthcare #LLMs #HealthcareLLMs #GenerativeAI #HealthcareAI #MedicalLLMs #nlp
-
Discover how #GenerativeAI is revolutionizing #healthcare data management. From advanced text summarization (30% more accurate than BART, Flan-T5, and Pegasus) to clinical entity recognition (John Snow Labs’ models make half the errors that ChatGPT does), or extracting ICD-10-CM codes (6% success rate versus 26% for GPT-3.5 and 36% for GPT-4) explore its transformative applications and their impact on operational efficiency and patient care. https://hubs.li/Q02GtYBd0 #LLMs #HealthcareLLMs #nocode #GenerativeAI #HealthcareAI #MedicalLLMs #nlp #naturallanguageprocessing #DataScience #DataEngineering #DataAnalysis #DataInsights #TextProcessing #DeepLearning #DataScience
-
In this talk, Jacob describes how he and his team integrated #GenAI across 400+ use cases in diverse domains, developed ChatPwC, a GenAI-based platform for internal communication and collaboration, and designed GenAI frameworks and policies to facilitate the development and deployment of GenAI solutions. This session was presented by Jacob Wilson – GenAI Commercial CTO, PwC at #Healthcare #NLPSummit 2024 Watch an entire video here: https://lnkd.in/d8ZVWBjz #LargeLanguageModels #MedicalAIApplications, #AIinHealthcare #LLMs #HealthcareLLMs #GenerativeAI #HealthcareAI #MedicalLLMs #nlp
-
Classifying PDF documents using text-based classification models is a powerful capability #GenerativeAILab provides. Users can now pre-annotate and classify images and PDF documents with over 1500 pre-trained models available in the shared repository – Models Hub. Learn more about Building Visual Document Classification Models in the No-Code Generative AI Lab: https://hubs.li/Q02GtJyx0 #GenerativeAI #HealthcareAI #MedicalLLMs #nlp #naturallanguageprocessing #DataScience #DataEngineering #DataAnalysis #DataInsights #TextProcessing #DeepLearning #DataScience
-
🌍🤝 Join the world’s largest Applied #NLP, #LLM, and #GenerativeAI community at the #NLPSummit 2024 on September 24-26! 🔍 Explore a rich three-day program featuring over 50 technical discussions. 🏥 Specialized focus days dedicated to open source, healthcare, and practical applications. 💬 Engage in interactive Q&A sessions with industry experts. 🤝 Network with peers and leaders in the field. 📺 Enjoy post-event on-demand access to all presentations. Secure your spot today: https://hubs.li/Q02GtJyw0 #GenerativeAI #HealthcareAI #MedicalLLMs #nlp #naturallanguageprocessing #DataScience #DataEngineering #DataAnalysis #DataInsights #TextProcessing #DeepLearning #DataScience
-
It’s tomorrow! - Join ‘#MedicalLanguageModels for #DataScientists’ training on July 17-18, 2024. This two-day workshop for practicing data scientists will enable you to use and extend John Snow Labs’ #HealthcareNLP & #LLM software. You will run live Python notebooks that walk through implementing popular use cases such as medical data #deidentification, #informationextraction from #clinicalnotes, #medicaltextsummarization, building #longitudinalpatientviews from #multimodaldata, biomedical question answering, and patient risk adjustment. Each section is guided by a real-world case study and includes a discussion on practical design questions such as choosing between small and large language models, using pre-trained models versus training or tuning your own, optimizing cost and speed of inference, and ensuring data privacy. Register now: https://hubs.li/Q02Gtx_k0 #LargeLanguageModels #MedicalAIApplications, #AIinHealthcare #LLMs #HealthcareLLMs #GenerativeAI #HealthcareAI #MedicalLLMs #nlp
-
Learn how #GenerativeAILab supports comprehensive functionality, enabling teams of domain experts to train, test, and refine custom #LanguageModels for production use, across various common tasks, all without requiring any coding. Generative AI Lab supports advanced capabilities for test case generation, test execution, and model testing across various categories by integrating John Snow Lab’s LangTest framework. Learn more about it with our comprehensive blog series: Assessing AI language models in the Generative AI Lab using the #LangTest: Part 1: Test Suites: https://hubs.li/Q02GtykR0 Part 2: Generating Tests: https://hubs.li/Q02GtyY70 Part 3: Running Tests: https://hubs.li/Q02GtG3G0 #ModelValidation #ArtificialIntelligence #NLP #NaturalLanguageProcessing #DataScience #AItools #MachineLearningModels #BigData #MachineLearning
-
It’s tomorrow! - Join ‘Applied #GenerativeAI for #DataScientists’ training on July 15-16, 2024. This two-day workshop will walk you through common Generative AI use cases and how you can build them using John Snow Labs’ software. This is a hands-on workshop that includes running live Python notebooks, no-code tools for domain experts, and considerations for production-grade systems. The first day covers open-source language models, combining #NLP & #LLM pipelines, using healthcare-specific models, and building #multimodalAI pipelines for #visualdocumentunderstanding. The second day covers the #MedicalChatbot, #GenerativeAILab, and building human-in-the-loop #AI workflows. The workshop is organized in two four-hour-long sessions, each followed by self-guided exercises relevant to each section. This is a live online workshop whose instructors are current lead contributors to the John Snow Labs codebase. A certification of expertise is provided to attendees who pass a final online exam. Register now: https://hubs.li/Q02GtVtx0 #GenerativeAI #HealthcareAI #MedicalLLMs #nlp #naturallanguageprocessing #DataScience #DataEngineering #DataAnalysis #DataInsights #TextProcessing #DeepLearning #DataScience