Jobs

Postdoctoral position in Explainable and Interpretable Machine Learning for Natural Language Processing

ellis 2021-03-01 Leuven PostDoc

We plan to hire a postdoctoral fellow at the Department of Computer Science at KU Leuven, Belgium. The topic of the research is explainable and interpretable neural machine learning in the context of natural language processing.

The research is evaluated with text classification tasks in the medical domain, where transparency of the machine learning models and high quality explanations of clinical decisions are critical. The postdoctoral position is financed by the EU CHIST-ERA project ANTIDOTE (ArgumeNtaTIon-Driven explainable artificial intelligence fOr digiTal mEdicine).   The postdoctoral fellow will perform his or her research at the Language Intelligence and Information Retrieval lab (https://liir.cs.kule... More

Postdoctoral position in Machine Learning Models for Natural Language Understanding Inspired by the Working of the Brain

ellis 2021-03-01 Leuven PostDoc

We plan to hire a postdoctoral fellow at the Department of Computer Science at KU Leuven, Belgium. The topic of the research is designing suitable machine learning models that are inspired by the workings of biological and human brains, and that expand current neural based approaches.

Potential topics of interest are the acquisition of human language in a visual context, continual learning, learning by analogy, the role of imagination and anticipation in language understanding, and the role of memory in commonsense reasoning and in discourse understanding. The research is financed by the ERC Advanced Grant CALCULUS (Commonsense and Anticipation enriched Learning of Continuous representations sUpporting Language UnderStanding - Horizon 2020 - 788506 - https://calculus-proje... More

Team assistants

ellis 2021-01-27 Munich Staff

The overall purpose of this job is to provide high-quality operational assistance to the management and scientific leadership of the Institute of AI for Health, to ensure the efficient handling of daily administrative matters, and to serve as a point of reference.

You will be embedded in the vibrant, international and thriving AI for Health community including Helmholtz AI and the Institute of Computational Biology at Helmholtz Munich. More information can be found here.  More

Team assistants for Helmholtz AI

ellis 2021-01-27 Munich Staff

The overall purpose of this job is to provide high-quality operational assistance to the management and scientific leadership of Helmholtz AI, to ensure the efficient handling of daily administrative matters, and to serve as a point of reference.

You will join a growing unit in a dynamic environment. This role is crucial to the smooth running of Helmholtz AI and for nurturing the open and international culture that we have established. More information can be found here.  More