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Vrije Universiteit — PhD Student

Title:PhD Student
Type:Job
Brief Description:NLP for diversifying news recommendation algorithms
Company:Vrije Universiteit
Location:Amsterdam, The Netherlands
Posted On:May 09, 2020
Application Deadline:Jun 01, 2020
More Information:
We (the CLTL lab at the Vrije Universiteit in Amsterdam) have a 4-year PhD
position in computational linguistics to work on diversifying news
recommendation algorithms.

Your PhD research is embedded in the project Rethink NewsRecommender  on the
topic of news recommenders which investigate possibilities of nudging users
towards more diverse news consumption. In this project, an interdisciplinary
team consisting of experts from Law, Computational Linguistics, Computer Science
and Communication Science will study how recommendations and presentation
choices can optimize the diversity of consumed news. Will you help us fix the
way news is spread in the 21st century?

Then please apply by June 1st 2020 through the official website:


https://werkenbij.vu.nl/ad/rethinking-news-recommender-algorithms-nudging-users-towards-diverse-news-expos/32itv5

Specifically, in this project you will work on applying NLP technologies that
can identify similarities and differences between news articles. Where current
algorithms mainly aim for finding things that are similar to prior consumption,
we envision algorithms that optimize between sufficient diversity to keep users
well informed and sufficient similarity so that the user is triggered to read
(and be satisfied with) the offer. Together with law (ethics) and communication
science experts, you will dive various dimensions of diversity (ranging from a
different view on a specific event or political decision to diversity in topics
in general) and aim to design language models that can identify articles that
strike the desired balance between diversity and connection.

See http://ccs.amsterdam/projects/rethinking-news-algorithms/ for more details
on the project. When contacting us with questions (see below), please name 
[news recommendation project] in the subject of your email.

What we are looking for:

Master degree in computational linguistics or a related field (e.g. Artificial
Intelligence or Computer Science with focus on NLP)

Solid programming skills 

Experience or affinity with working in an interdisciplinary team

Knowledge of Dutch can be an advantage, but is not strictly necessary


Your tasks:

Conduct research on language models for diversifying recommendation systems
culminating in a successful dissertation

Writing research articles and presenting your work on conferences

Collaborating with the other junior and senior researchers on the team

Organizing small events such as workshops and colloquia.


What you will get from us:

Interdisciplinary collaboration in a great team containing experts from
computational linguistics, philosophy, law, computer science, computational
linguistics

Embedding in a renown computational linguistics lab (www.cltl.nl)

Joint supervision by dr. Antske Fokkens (Vrije Universiteit Amsterdam) and dr.
Suzan Verberne (Leiden University) 

PhD students are regular employees (see the advertisement for details)



Application

CV (including a link to examples of your computational work (e.g. github), if
available)

Motivational letter

Academic transcripts (including grades)


The first round of (online) interviews are currently planned to take place in
the second half of June.



For questions, please contact antske.fokkens@vu.nl (make sure to mention [news
recommendation project] in the subject line of your email).



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Computational Lexicology & Terminology Lab (CLTL)
Web & Media Group
The Network Institute, VU University Amsterdam

De Boelelaan 1105
1081 HV  Amsterdam, The Netherlands
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