The Conference for Machine Learning Innovation

A Few Million Words Later – Text Analytics for Software Quality Assurance in Practice

Session
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Register until April 30:
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Join the ML Revolution!
Register until April 30:
✓ Raspberry Pi or C64 Mini for free
✓Save up to 313 €
✓10 % Team Discount
Register Now
Join the ML Revolution!
Register until May 28:
✓ ML Intro Day for free
✓ Raspberry Pi or C64 Mini for free
✓ Save up to $580
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Join the ML Revolution!
Register until May 28:
✓ ML Intro Day for free
✓ Raspberry Pi or C64 Mini for free
✓ Save up to $580
Register Now
Join the ML Revolution!
Register until November 7th:
✓Save up to € 210
✓10% Team Discount
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Join the ML Revolution!
Register until November 7th:
✓Save up to € 210
✓10% Team Discount
Register Now

With language assistants, automatic translators and new record-breaking language models appearing every week, it seems like anything is possible, doesn’t it?

We have been using Natural Language Processing (NLP) techniques for many years in more than 60 projects in the automotive and insurance sectors for the quality assurance of software. Examples are the automatic checking of requirements, test generation from user stories, and automated traceability analyses.

This results in a somewhat more differentiated picture.

In this presentation we will show what is state of the art, what is not yet possible in practice, and what (in our opinion) will never work. With this we want to show the possibilities of text analysis without falling into unrealistic expectations or even buzzwords.

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Behind the Tracks