Connectionists: PhD positions in representation learning for LLMs at Idiap (Switzerland)

[James Henderson]

As part of the ERC Advanced grant BALM, Idiap Research Institute seeks 
qualified candidates for two PhD student positions at the intersection 
of machine learning and natural language processing, to work with Dr. 
James Henderson in the Natural Language Understanding group 
<https://www.idiap.ch/en/scientific-research/natural-language-understanding>.

These researchers will investigate representation learning for language, 
using our recent information-theoretic extension of transformer 
embeddings to help manage an LLM's internal memory. Our nonparametric 
variational information bottleneck induces more abstract and 
interpretable attention-based representations, which we will leverage 
and extend to develop new deep learning architectures and investigate 
their interpretability, controllability and applications.

Idiap offers competitive salaries, a beautiful location, a stable and 
safe democratic society, and a world-class AI research community.  PhD 
students are registered at EPFL <http://www.epfl.ch>.

The ideal PhD candidates should hold a Masters degree in computer 
science, artificial intelligence, or related fields.  She or he should 
have a background in machine learning or natural language processing.  
The applicants should also have strong mathematical and programming skills.

Please apply on the Idiap careers site 
<https://careers.werecruit.io/en/idiap/offres/phd-student-doctoral-researcher-positions-in-deep-learning-for-natural-language-processing-8b21ee>.  
All questions related to these positions should be sent to Dr. James 
Henderson (james.henderson at idiap.ch). Applications received by 1 April 
will be given full consideration.

Sincerely,
   - James Henderson
james.henderson at idiap.ch
-------------- next part --------------
An HTML attachment was scrubbed...
URL: <http://mailman.srv.cs.cmu.edu/pipermail/connectionists/attachments/20260228/b53d1626/attachment.html>