Choisissez votre région

Sélectionnez la région qui correspond le mieux à votre emplacement ou à vos préférences.

Choisissez la langue du site

Ce paramètre contrôle la langue de l'interface utilisateur, y compris les boutons, les menus et tout le texte du site. Sélectionnez votre langue préférée pour une meilleure expérience de navigation.

Choisissez les langues des offres d'emploi

Sélectionnez les langues des offres d'emploi que vous souhaitez voir. Ce paramètre détermine quelles annonces d'emploi vous seront affichées.

PhD: Constraint-Based Neural Language Models for Creative Language Generation
KU Leuven

PhD: Constraint-Based Neural Language Models for Creative Language Generation

2026-08-10 (Europe/Brussels)
Enregistrer le travail

A propos de l'employeur

KU Leuven is an autonomous university. It was founded in 1425. It was born of and has grown within the Catholic tradition.

Visitez la page de l'employeur

Within the context of the ERC Consolidator Grant project TENACITY (Tensors and Neural Networks for Computational Creativity), funded by the European Research Council, the Centre for Computational Linguistics (CCL), part of the ComForT research unit at KU Leuven, seeks to hire a PhD student to carry out research on constraint-based neural network architectures for creative language generation.

Website unit

Project

Creativity pervades human language use, yet the mechanisms behind it are poorly understood, and current language technology shows little true creativity. The ERC project TENACITY develops computational models of language that exhibit creativity, combining interpretable tensor factorization methods with neural language models. 
This PhD position focuses on the neural strand of the project. Neural language models are trained to reproduce the patterns of their training data, and thus show little genuine creativity in generation. By constraining a model’s generation process, it is incited to find novel ways of expressing the same content. The PhD research will develop methods for integrating constraints into transformer-based language models and apply them to creative language generation, informed by the latent semantic representations developed within the project. The precise focus will be determined in function of the candidate’s background and interests. You will join the TENACITY team of PhD researchers and postdocs at the Centre for Computational Linguistics. 

Profile

  • You hold a Master’s degree in artificial intelligence, computational linguistics, computer science, or equivalent education. 
  • You have a thorough experience with neural networks (deep learning) for natural language processing, and a good understanding of current (large) language model architectures. 
  • You have excellent programming skills (preferably Python and PyTorch). 
  • You have a keen interest in language and linguistics, and in computational creativity. 
  • You exhibit excellent proficiency in English and good oral and written communication skills. 

Offer

  • We offer a full-time PhD position for 1 year, extendable to 4 years after initial positive evaluation. 
  • You will be able to conduct scientific research within a high-level research environment, leading to a doctoral degree. 
  • You will work within an ERC-funded project team, with access to ample computing infrastructure and funding for conference travel. 
  • You will have the opportunity to participate in international conferences, and benefit from academic training and workshops.

Interested?

For more information please contact Prof. dr. Tim Van de Cruys, mail: [email protected].

KU Leuven strives for an inclusive, respectful and socially safe environment. We embrace diversity among individuals and groups as an asset. Open dialogue and differences in perspective are essential for an ambitious research and educational environment. In our commitment to equal opportunity, we recognize the consequences of historical inequalities. We do not accept any form of discrimination based on, but not limited to, gender identity and expression, sexual orientation, age, ethnic or national background, skin colour, religious and philosophical diversity, neurodivergence, employment disability, health, or socioeconomic status. For questions about accessibility or support offered, we are happy to assist you at this email address.

Détails de l'offre

Titre
PhD: Constraint-Based Neural Language Models for Creative Language Generation
Employeur
Localisation
Oude Markt 13 Louvain, Belgique
Publié
2026-07-08
Date limite d'inscription
2026-08-10 23:59 (Europe/Brussels)
2026-08-10 23:59 (CET)
Type de poste
PhD
Enregistrer le travail

Jobs from this employer

Affichage des offres d'emploi en Anglais, Néerlandais Modifier les paramètres

A propos de l'employeur

KU Leuven is an autonomous university. It was founded in 1425. It was born of and has grown within the Catholic tradition.

Visitez la page de l'employeur