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. Artificial Intelligence

ADAPT is pushing the boundaries of human speech and gesture recognition to increase the accuracy of robotic interpretation.1

2. 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. 2

3. Natural Language Processing

ADAPT has unique expertise in active learning, statistical NLP and crowd-sourced annotation.3

4. 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.4

5. Machine Translation

We extend the effectiveness of all the MT system types across a wide range of languages and domains.5

6. Image & Video Processing

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

7. Multimedia Content Summary

ADAPT technology takes multimedia such as video, images and voice and interpreted and condenses the information around topics of interest.7

8. Search & Information Retrieval

We develop smarter search and retrieval technologies that help deliver the most relevant digital content to the user.8

9. Social Media Content Analysis

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

10. Personalisation

ADAPT delivers personalisation services in a range of learning environments ranging from technical undergraduate courses to airline training procedures.10

11. Neural Networks

ADAPT is taking the core expertise of neural networks and applying it to a series of content scenarios.11

12. 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. 12

13. 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.13

14. 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.14

15. 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.15

16. Knowledge Management & Extract

Knowledge is an organisations main asset. ADAPT is spearheading analysis of large multimedia data sources to facilitate knowledge extraction and management.16

17. 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.17

18. 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.18

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.

Read More

2. 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.

Read More

3. 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.

Read More

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.

Read More

5. 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.

Read More
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

The trilemma of designing international bioethics curricula

Conference Paper

User Interaction for Image Recolouring using L2A

Conference Paper

Evaluating Ad-hoc and Instance Video Search, Events Detection, Video Captioning and Hyperlinking

Conference Paper

A Multinomial Naive Bayes Classification Approach for Customer Feedback Analysis

Browse all publications

Research News

ADAPT Centre Wins Funding for Citizen Science Event During Science Week 2018

The event will take place from 11th-18th of November thanks to an investment of almost €8,000 from Science Foundation Ireland (SFI)

13 Aug
ADAPT Centre Wins Funding for Citizen Science Event During Science Week 2018

News

ADAPT Centre Wins Funding for Citizen Science Event During Science Week 2018

The event will take place from 11th-18th of November thanks to an investment of almost €8,000 from Science Foundation Ireland (SFI)

13 Aug
video

Working with ADAPT - Industry Partners Have Their Say

ADAPT Representatives Attend First Partner Meeting for the ELRI Project
  • Event
  • 6th Dec 2018, 9AM
  • The Long Room Hub, Trinity College Dublin

News

ADAPT Representatives Attend First Partner Meeting for the ELRI Project

18 Jul

The Long Room Hub, Trinity College Dublin

The Irish AI and Cognitive Science Conference (AICS)

Ireland's premier forum for AI and Cognitive Science since 1988 will host their 26th conference in The Long Room Hub, TCD
Event details

News

ADAPT Centre Wins Funding for Citizen Science Event During Science Week 2018

The event will take place from 11th-18th of November thanks to an investment of almost €8,000 from Science Foundation Ireland (SFI)

13 Aug
ADAPT Centre Wins Funding for Citizen Science Event During Science Week 2018

The event will take place from 11th-18th of November thanks to an investment of almost €8,000 from Science Foundation Ireland (SFI)

13 Aug
Microsoft and ADAPT Collaborate on a Machine Learning MeetUp During Open Hack Dublin

ADAPT and Microsoft’s Open Hack Dublin hosted a Machine Learning Dublin Meetup at Microsoft’s new office in Leopardstown on July 4th

23 Jul
Video

Working with ADAPT - Industry Partners Have Their Say

Ethics in Research and Innovation: Methods and Best Practice

Event details

Newsletter

Sign up to our newsletter for all the latest updates on ADAPT news, events and programmes.
Archived newsletters can be viewed here.