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. 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.1

2. Machine Translation

We extend the effectiveness of all the MT system types across a wide range of languages and domains.2

3. 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. 3

4. 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.4

5. Image & Video Processing

Using novel technologies we allow people and organisations to converse and engage more deeply with digital content.5

6. Search & Information Retrieval

We develop smarter search and retrieval technologies that help deliver the most relevant digital content to the user.6

7. FinTech

We are leading on innovations in payments, insurance and regulation technologies that are capable of creating significant change in financial services.7

8. Artificial Intelligence

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

9. Natural Language Processing

ADAPT has unique expertise in active learning, statistical NLP and crowd-sourced annotation.9

10. Social Media Content Analysis

Our analysis techniques allow more powerful tailored access to customer and community insights.10

11. 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.11

12. Multimedia Content Summary

ADAPT technology takes multimedia such as video, images and voice and interpreted and condenses the information around topics of interest.12

13. 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.13

14. Personalisation

ADAPT delivers personalisation services in a range of learning environments ranging from technical undergraduate courses to airline training procedures.14

15. Neural Networks

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

19. 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. 19

Our Research Themes

1. 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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2. 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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3. 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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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. 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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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

Conference

Assessing the Quality of Geospatial Linked Data – Experiences from Ordnance Survey Ireland (OSi)

Conference

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

Conference

Object Geolocation from Crowdsourced Street Level Imagery 

Conference

Appointment in Samarra: Pre-destination and Bi-camerality in Lightweight Story-Telling Systems

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Research News

With Rapid Developments in Voice Technology, What Does it Mean for Our Privacy?

News

video

ADAPT's Inspiring Education and Public Engagement Programme

Are Advances in AI-Powered Machine Translation Posing a Risk to Jobs or Is It all Just Hype?

Trinity Long Room Hub

The Social (Media) Construction of Truth

The ADAPT Centre will host a public lecture by Dr Nolen Gertz titled 'The Social (Media) Construction of Truth".
Event details

News

Professor Andy Way Wins Prestigious International Award for His Outstanding Contribution to MT

The IAMT Award of Honour is conferred to an individual member who has made an outstanding contribution to the promotion and development of MT.

26 Aug
With Rapid Developments in Voice Technology, What Does it Mean for Our Privacy?

Smart devices are capable of ‘listening’ to people but recorded language data could prove a security and privacy issue.

22 Aug
Are Advances in AI-Powered Machine Translation Posing a Risk to Jobs or Is It all Just Hype?

Experts from around the world are debating topics from instant speech translation to the future of the industry at the largest ever MT Summit.

21 Aug
Video

ADAPT's Inspiring Education and Public Engagement Programme

European DatSci and AI Awards 2019

Event details

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