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semantic PhD Projects, Programs & Scholarships

We have 30 semantic PhD Projects, Programs & Scholarships

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  Zero-Shot Learning and Applications - investigating effective zero-shot learning techniques as fundamental research and their applications in real world problems
  Dr K Chen
Applications accepted all year round
Zero-shot learning refers to a novel paradigm on learning how to recognise new concepts by just having a description of them. For example, zero-shot learning works on a setting of solving a classification problem when no labelled training examples are available for all classes, which are divided into two class subsets.
  Investigating a Novel Semantic Annotation Approach for Requirements Analysis
  Dr L Zhao
Applications accepted all year round
This project extends a current work on Semantic Frame based annotation for requirements analysis and modelling. This involves exploring different semantic annotation techniques and tools and developing a novel annotation approach..
  Question Answering Systems supported by Reinforcement and Machine Learning Methods
  Dr A Freitas
Applications accepted all year round
The construction of Question Answering systems over unstructured and heterogeneous data sources requires the coordination of different Natural Language Processing (NLP) algorithms, data representation models and linguistic resources.
  Discovering semantic relationships in large textual collections with applications to recommender systems for research
  Dr P Knoth
Applications accepted all year round
This topic will look into personalised and non-personalised approaches to the discovery of related research papers, topics, people, facts, etc.
  Semantic bridges between genetics research, healthcare and species
  Dr T Beck, Prof A J Brookes
Application Deadline: 28 January 2019
A genome-wide association study (GWAS) identifies the genetic variants associated with a trait, such as a disease. The comprehensive GWAS Central database (https://www.gwascentral.org) (Beck et al, 2014) collates published summary-level GWAS findings and standardises the trait descriptions by applying ontologies.
  Semantic Reading
  Prof U Sattler, Dr A Freitas
Applications accepted all year round
In the last decade, Natural Language Processing has seen impressive improvements in tasks such as question answering and text summarization.
  The association between childhood language development and adolescent psychotic experiences in a general population sample
  Dr S Sullivan, Prof J Bowers, Prof R Varley
Application Deadline: 27 June 2019
Sylvia and Christine Wastall Mental Health Research UK 3/4-Year PhD Studentship in Mental Health.
  Kinesemiotics: a case for wearable sensor technology - Ref: MZUF2018
  Prof M Zecca, Dr R Lock, Dr A Maiorani
Applications accepted all year round
Kinesemiotics is the study of motivated movement informed by Linguistics, Engineering, and Computer Science.
  Historical semantics and pragmatics
A PhD project with Dr Jacqueline Visconti will outline the evolution of a linguistic item or construction, including semantic change and/or grammaticalisation.
  Contextualised Multimedia Information Retrieval via Representation Learning
  Dr K Chen
Applications accepted all year round
Multimedia Information Retrieval (MIR) is an important research area in AI that aims at extracting semantic information from multimedia data sources including perceivable media such as audio, image and video, indirectly perceivable sources such as text, bio-signals as well as not perceivable sources such as bio-information, stock prices, etc.
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