Research

ADAPT research is spearheading the development of next-generation digital technologies that enable seamless tech-mediated interaction and communication. The breadth of ADAPT's research expertise is unique globally and the Centre's structure supports collaborative innovation with industry to unlock the potential of digital content.  ADAPT has attracted over €50million research funding from Science Foundation Ireland and industry collaborations.

Our Key Research Areas

1. Machine Translation

We extend the effectiveness of all the MT system types across a wide range of languages and domains.1

2. Natural Language Processing

ADAPT has unique expertise in active learning, statistical NLP and crowd-sourced annotation.2

3. Personalisation

ADAPT delivers personalisation services in a range of learning environments ranging from technical undergraduate courses to airline training procedures.3

4. Virtual & Augmented Reality

ADAPT’s technology facilitates the recognition of relationships between multi-dimensional data sets by providing new ways to interpret, interact with and gain insights from data.4

5. Sentiment Analysis

Techniques developed within ADAPT allowed users to gain an accurate overview of ongoing public events in public broadcasting. They also facilitate the identification of novel audience segmentation. 5

6. Image & Video Processing

Using novel technologies we allow people and organisations to converse and engage more deeply with digital content.6

7. Semantic Web & Linked Data

ADAPT works on technology that links different types of information allowing the user a fuller experience of their data searches. Examples include geographic details, historical information, public opinion and recommendations.7

8. Artificial Intelligence

ADAPT is pushing the boundaries of human speech and gesture recognition to increase the accuracy of robotic interpretation.8

9. Social Media Content Analysis

Our analysis techniques allow more powerful tailored access to customer and community insights.9

10. Multimedia Content Summary

ADAPT technology takes multimedia such as video, images and voice and interpreted and condenses the information around topics of interest.10

11. FinTech

We are leading on innovations in payments, insurance and regulation technologies that are capable of creating significant change in financial services.11

12. Digital Content Management

Our expertise covers the entire life cycle of digital content and our solutions are helping organisations navigate an increasingly complex digital content landscape.12

13. Deep Learning

Our Deep Learning research has led to industrial knowledge transfer and is proving beneficial to a range of business situations including the recognition of sarcasm and the improvement of text analysis technologies. 13

14. Search & Information Retrieval

We develop smarter search and retrieval technologies that help deliver the most relevant digital content to the user.14

15. Neural Networks

ADAPT is taking the core expertise of neural networks and applying it to a series of content scenarios.15

16. Multimodal Interaction

We use psychometric approaches and social sensing to adapt rendering of content, based on the analysis of features such as voice and gesture.16

17. Ethics & Privacy

We are prompting the public discourse on the ethical and privacy issues raised by digital engagement and the development of digital and content technologies.17

18. Knowledge Management & Extract

Knowledge is an organisations main asset. ADAPT is spearheading analysis of large multimedia data sources to facilitate knowledge extraction and management.18

19. Machine Learning

Our Machine Learning models enable the analysis of complex data such as financial data sets giving accurate results on large scale data sets.19

Our Research Themes

1. Managing the Global Conversation

Addressing the tools that individuals, organisations and society need to efficiently manage the complex data flows that arise from rapid innovation in digital content technologies.

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2. Personalising the User Experience

Centred on adapting service and content to how individual users most naturally discover, share and use content so that it is both pertinent to their current tasks and minimises the cognitive load.

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3. Interacting with Global Content

The focus is on supporting conversational content that adapts to the user's cognitive state to maintain an engaging multimodal dialogue regardless of physical context.

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4. Understanding Global Content

Language technology research focusing on the analysis, annotation and extraction of meaningful knowledge from textual, spoken or video content across languages and domains.

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5. Transforming Global Content

Achieving translation of controlled quality across multiple language pairs and domains can leverage human interactions for effective and authentic communication across language and cultural barriers.

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Research Initiative

Ethics and Privacy

Ethical and privacy issues need to be to the forefront during technology development and ADAPT helps industry and individuals understand, manage and control overwhelming amounts of content.

Case Study

Personalised Content Recommendation

Present your customers with tailored web content!

Case Study

SentiWords Tweet

Revealing public opinion about politicians and parties during the Irish General Election 2016.

Browse all case studies

Our Experts

ADAPT is internationally renowned for its research expertise. The Centre is made up of a vibrant international community of academics, researchers, developers and business professionals.

115 Expert Researchers
80 Industry Partners
327 Published Papers
10 Experts
Meet the full team

Awards


More awards

Publications

Journal Article

Introduction to Special Issue of the 23rd International Conference on Multimedia Modeling

Conference

Generating High-Quality Surface Realizations Using Data Augmentation and Factored Sequence Models

Conference

ADELE: Care and Companionship for Independent Aging

Conference

Object Geolocation from Crowdsourced Street Level Imagery 

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Research News

Beyond 2022:Ireland’s Virtual Record Treasury Research Project Launched

News

video

ADAPT's Inspiring Education and Public Engagement Programme

Senior CERN Researcher Visits ADAPT to Discuss IoT
  • Event
  • 20th Nov 2019, 2PM
  • Gibson Hotel, Dublin


Gibson Hotel, Dublin

AI Awards 2019

The AI Awards supports the area of Data Science, Machine learning and Artificial Intelligence in Ireland.
Event details

News

Trees Planted as Result of MT Summit at DCU to Reduce Carbon Footprint

Two trees were planted on DCU campus in Glasnevin as part of MT Summit's bid to reduce carbon emissions.

6 Dec
Beyond 2022:Ireland’s Virtual Record Treasury Research Project Launched

An Taoiseach and Minister Madigan launch the research project, creating an all-island and international legacy for the Decade of Centenaries.

5 Dec
Senior CERN Researcher Visits ADAPT to Discuss IoT

Senior Project Leader at CERN visited ADAPT to speak about ‘Managing one of the Largest IOT Systems in the World’

2 Dec
Video

ADAPT's Inspiring Education and Public Engagement Programme

Technology Ireland Awards

Event details

Newsletter

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