Building an Open Source Q&A System with Referenced and Verifiable Answers
In this talk, we will present the VerifAI system, developed with the Institute of Artificial Intelligence Research and Development of Serbia and Bayer, and funded by Horizon Europe’s Next Generation Internet Search
VerifAI is a biomedical question-answering system that provides verified answers from scientific literature and is designed to combat hallucinations.
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You’ll learn about the challenges faced and the solutions implemented during the development of this system, which could offer valuable insights and strategies for your own projects.
The webinar will be conducted in English.
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In this presentation, you will learn why:
Hallucinations are especially challenge for science-based systems.
RAG can reduce hallucinations but does not totally eliminate it.
Additional mechanisms are needed to fully combat GenAI hallucinations.
Nikola Milošević, our speaker
Nikola has about 15 years of professional experience in artificial intelligence and natural language processing.
He graduated from the Faculty of Electrical Engineering, University of Belgrade, and obtained PhD in Computer Science from the University of Manchester.
Currently, he is working in Bayer Pharma R&D as a science fellow.
Possess more than 15 years of professional experience in AI
Involved in GenAI projects since 2022, specializing in the verifiability of LLMs and RAG
Achieved a PhD in Computer Science
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