Two PhD Positions in Representation Learning for LLMs at Idiap
Idiap Research Institute offers two PhD positions in representation learning for LLMs. Candidates with a background in ML/NLP and strong mathematical skills are encouraged to apply by 28 July.
Idiap Research Institute is seeking qualified candidates for two PhD student positions in representation learning for Large Language Models (LLMs) as part of the ERC Advanced grant BALM. The positions are available in the Natural Language Understanding group under the supervision of Dr. James Henderson. Learn more about the group.
The researchers will investigate representation learning for language, augmenting LLMs using a Bayesian extension of transformers and knowledge graph embeddings. Key areas of focus include:
- Developing new deep learning architectures
- Investigating interpretability and controllability
- Exploring applications of nonparametric variational information bottleneck
Idiap offers competitive salaries, a beautiful location, and a world-class AI research community. PhD students are registered at EPFL.
The ideal candidates should hold a Master’s degree in Computer Science, Artificial Intelligence, or related fields, with a background in machine learning or natural language processing, and strong mathematical and programming skills.
Apply now on the Idiap careers site. For inquiries, contact Dr. James Henderson at james.henderson@idiap.ch. Applications received by 28 July will be given full consideration.
Tags: PhD positions, Representation learning, LLMs, Natural Language Processing, Machine Learning, Idiap Research Institute, ERC Advanced grant BALM