EXPLAINABLE AND INTERPRETABLE MACHINE LEARNING FOR NATURAL LANGUAGE PROCESSING

19 February 2021

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Interested?

For more information please contact Prof. dr. Marie-Francine Moens, tel.: +32 16 32 53 83, mail: sien.moens@kuleuven.be. The position will be filled as soon as a suitable candidate is found.
You can apply for this job no later than March 10, 2021 via the online application tool

KU Leuven seeks to foster an environment where all talents can flourish, regardless of gender, age, cultural background, nationality or impairments. If you have any questions relating to accessibility or support, please contact us at diversiteit.HR@kuleuven.be.

(ref. BAP-2021-167)

Apply before 10 March 2021

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.kuleuven.be), which is a member of the KU Leuven ELLIS Unit. The European Lab for Learning and Intelligent Systems (ELLIS) promotes basic research in machine learning and modern AI, and involves the very best European academics (https://ellis.eu). KU Leuven ranks among the top 50 universities in THE World University Rankings 2021.

Website unit

Responsibilities

* Perform fundamental research in natural language processing, machine learning and interpretable and explainable machine learning resulting in publications in highly-ranked venues.
* Collaborate with the other European partners of the ANTIDOTE project.
* Carry out some teaching duties, which may include lectures, the organization of student seminars, and the supervision of bachelor and master theses.

Profile

* You have (or are near completion of) a PhD in Computer Science (or a related field).
* You have a demonstrated expertise in machine learning, the inner workings of deep neural networks and in natural language processing. Expertise in structured prediction is a plus.
* You have an outstanding track record of publications in relevant international peer-reviewed A-ranked conferences and in journals with high impact factor in the fields of machine learning and natural language processing.
* You are good at collaborating with and leading others.
* You work proactively and independently and have good communication skills.
* You have an excellent knowledge of the English language, both spoken and written.
* You are highly motivated, ambitious and result-oriented.

Offer

* A postdoctoral position for 2 years (can be prolonged).
* A competitive wage and yearly budget to travel and attend conferences.
* The opportunity for personal development beyond research including the supervision of master and PhD students and the possibility to contribute to teaching.
* A team of colleagues of around 20 high-performing PhD and postdoctoral researchers that regularly publish at top AI venues.
* A team of colleagues that regularly holds (online) team events such as food tasting, sport events and board game nights.
* A monthly journal club to discuss novel research or present your own research. Additionally, we also organise a bi-weekly reading club to read specific papers in depth.
* Access to our deep learning cluster which contains the latest GPU hardware such as multiple RTX 3090 graphics cards.

About Leuven and Belgium
* Leuven is a bustling city with many international students and expats and has been voted to be the most innovative city of Europe in 2020.
* Leuven is a 20-minute commute to Brussels, the capital of Europe.
* Belgium contains a vast cultural heritage such as the historic center of Bruges, the Antwerp train station (voted to be one of the most beautiful train stations in the world), and many more.
* Belgium is known for its exquisite cuisine, beer, pastry, candy, …
* Belgium is located at the center of Europe! You can easily visit Amsterdam, Paris, Berlin, London, … from Belgium by train or car.