Applications are invited for a postdoctoral research post at Cardiff University?s School of Computer Science & Informatics in the context of the ERC funded project FLEXILOG. The overall aims of this project are (i) to learn interpretable vector space embeddings (or conceptual spaces) from a variety of structured and unstructured information sources, and (ii) to exploit these embeddings for improving statistical and symbolic inference from imperfect data. More information about FLEXILOG can be found on the project website: http://www.cs.cf.ac.uk/flexilog/
Specifically, the aim of these posts will be to contribute to one or more of the following:
(i) to develop methods for statistical reasoning from sparse relational data, which exploit vector space representations to impose cognitively inspired forms of regularization (e.g. the fact that concepts tend to correspond to convex regions).
(ii) to develop methods for learning modular and interpretable vector space representations of events, which can be used to predict how events will impact the actors involved (and the entities related to them), as well as the likelihood of related future events.
(iii) to evaluate these methods in applications such as zero-shot learning, textual entailment, reading comprehension, automated knowledge base completion, and entity retrieval.
Successful candidates are expected to have excellent programming skills, as well as a strong background in natural language processing, machine learning, or knowledge representation.
Duration: 24 months
How to apply:
Please mention NLP People as a source when applying
About Cardiff University / Prifysgol Caerdydd
Cardiff University is recognised in independent government assessments as one of Britain's leading teaching and research universities.
Founded by Royal Charter in 1883, the University today combines impressive modern facilities and a dynamic approach to teaching and research with its proud heritage of service and achievement.
In 2005, the title 'Cardiff University' and a new Supplemental Charter was formally granted to the University by the Privy Council on behalf of Her Majesty the Queen, meaning that Cardiff became a university in its own right, fully independent of the University of Wales. Cardiff University admits students to courses leading to Cardiff University degrees.
The University's breadth of expertise in research and research-led teaching encompasses: the humanities; the natural, physical, health, life and social sciences; engineering and technology; preparation for a wide range of professions; and a longstanding commitment to lifelong learning. The University is also home to three major