supervisors: Pasquale Minervini, Ivan Titov
supervisor: Jeff Pan
supervisors: Edoardo Ponti, Ivan Titov
supervisors: Ivan Titov, Edoardo Ponti
supervisors: Beatrice Alex, Pasquale Minervini, Luke Daines
supervisors: Walid Magdy, Sharon Goldwater
Knowledge representation and artificial intelligence, knowledge based reasoning and learning, knowledge based natural language understanding and generation
Natural language processing and machine learning -- large foundation models, relational/graph machine learning, hybrid neuro-symbolic models, robust and trustworthy machine learning models.
Modular deep learning, efficient architectures, large language models, computational typology, multilingual NLP.
supervisor: Sharon Goldwater