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Nokia Bell Labs Internship Reliable Robust LLM Applications PhD 
Belgium 
480975613

25.06.2024
Bell Labs Internship on Reliable and Robust LLM Applications (PhD)

flexible, to be agreed (typically 3-4 months), starting time is flexible

HOW YOU WILL CONTRIBUTE AND WHAT YOU WILL LEARN

In this PhD internship, you will do research to help increase the trustworthiness of LLMs for industry applications. Potential research questions could be:

  • How can we better measure the uncertainty/confidence LLMs have in their predictions? #callibration #uncertaintyestimation
  • How can we better guard against LLMs leaking sensitive information? #dataprivacy
  • What algorithms can be used for linking LLM predictions to the training data that influenced these predictions? #dataprovenance

Tasks

  • Perform a literature review
  • Design & implement algorithms / a system that help improve the reliability of GenAI applications (see the potential research questions above).
  • Evaluate the effectiveness of your approach on representative problems.
  • Consolidate your research in a scientific publication.
KEY SKILLS AND EXPERIENCE
  • Student enrolled inPh.D. Computer Science/Engineeringin Machine Learning
  • Strong programming skills in Python
  • Language skills: English
  • Experience in AI w.r.t. safety, uncertainty quantification, robustness, interpretability, or privacy is a big plus.
  • A strong publication record is a big plus.

Nokia has received the following recognitions for its commitment to inclusion & equality:

  • One of the World’s Most Ethical Companies by Ethisphere
  • Gender-Equality Index by Bloomberg
  • Workplace Pride Global Benchmark

Join us and be part of a company where you will feel included and empowered to succeed.
Job Info
  • Job CategoryCorporate Services
  • Posting Date03/20/2024, 02:22 PM
  • LocationsCopernicuslaan 50, Building D, Antwerp, 2018, BE(Hybrid)
  • Degree LevelMaster's Degree
  • Job ScheduleFull time
  • Role TypeIndividual contributor
  • Job Identification

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