About the Role
You hold a PhD in natural language processing, machine learning, computational linguistics, or a related field, with peer-reviewed publications in the domain. You have a strong background in deep learning for natural language processing; experience with latent variable models and/or variational inference is a strong plus. You have excellent programming skills (Python, PyTorch) and experience with large-scale experimentation on GPU infrastructure. You have experience in guiding junior researchers, or the ambition to develop such experience.You exhibit excellent proficiency in English and good oral and written communication skills.Develop variational inference methods for transformer-based language models, informed by the latent structure of tensor factorization models. Investigate the interpretability of the resulting latent space, and its exploitation for creative language generation (metaphor, style). Collaborate close...