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June 21-24, 2022
Austin, Texas, USA + Virtual
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Thursday, June 23 • 11:10am - 11:50am
Searching for the Right Words: Bringing NLP to Apache solr through ONNX and OpenNLP - Jeff Zemerick, Opensource Connections

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Natural language processing capabilities have exploded in the past few years, with most of the work done in Python. The ONNX Runtime provides a means for using deep learning models across programming languages, architectures, and platforms, promising to further democratize advancements in machine learning. With the ONNX Runtime, developers no longer have to rely on remote services to access NLP services created in other languages. In this session we will show how a deep learning model trained using PyTorch or Tensorfow can be used for inference from a Java search stack of Apache OpenNLP, Apache Lucene, and Apache Solr. We will demonstrate how these state-of-the-art NLP capabilities can be realized in Apache Solr to offer search users a more impactful search experience. We will discuss the challenges, the relationships between OpenNLP, Lucene, and Solr, and how attendees can get started in these open source projects.
Speakers
avatar for Jeff Zemerick

Jeff Zemerick

Search Consultant, Opensource Connections
Jeff is a consultant in the areas of cloud, NLP, and search. Based outside of Pittsburgh, PA, USA, Jeff is the current chair of Apache OpenNLP, an infrequent piano player, and best friends to two energetic dogs.

Linux Foundation Open Source Summit Presentation Searching for the Right Words pdf
Thursday June 23, 2022 11:10am - 11:50am CDT
Room 303/304 (Level 3)
  Open AI & Data Forum, Natural Language Processing