| 2026 | ECIR | Cultural Analytics for Good: Building Inclusive Evaluation Frameworks for Historical IR. | Suchana Datta, Dwaipayan Roy, Derek Greene, Gerardine Meaney, Karen Wade, Philipp Mayr |
| 2026 | KR | Evaluating LLM-Driven Summarisation of Parliamentary Debates with Computational Argumentation. | Eoghan Cunningham, James P. Cross, Derek Greene, Antonio Rago |
| 2026 | SIGIR | MIRA: An LLM-Assisted Benchmark for Multi-Category Integrated Retrieval. | Mehmet Deniz Trkmen, Suchana Datta, Dwaipayan Roy, Daniel Hienert, Philipp Mayr, Derek Greene |
| 2025 | ACL | PreP-OCR: A Complete Pipeline for Document Image Restoration and Enhanced OCR Accuracy. | Shuhao Guan, Moule Lin, Cheng Xu, Xinyi Liu, Jinman Zhao, Jiexin Fan, Qi Xu, Derek Greene |
| 2025 | ECIR | Tales and Truths: Exploring the Linguistic Journey of 19th Century Literature and Non-fiction. | Suchana Datta, Dwaipayan Roy, Derek Greene, Gerardine Meaney |
| 2025 | ECIR | Combining Query Performance Predictors: A Reproducibility Study. | Sourav Saha, Suchana Datta, Dwaipayan Roy, Mandar Mitra, Derek Greene |
| 2024 | AAAI | Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint). | Eoin Delaney, Arjun Pakrashi, Derek Greene, Mark T. Keane |
| 2024 | ACL | Advancing Post-OCR Correction: A Comparative Study of Synthetic Data. | Shuhao Guan, Derek Greene |
| 2024 | CIKM | RecPrompt: A Self-tuning Prompting Framework for News Recommendation Using Large Language Models. | Dairui Liu, Boming Yang, Honghui Du, Derek Greene, Neil Hurley, Aonghus Lawlor, Ruihai Dong, Irene Li |
| 2024 | ECAI | Synthetically Augmented Self-Supervised Fine-Tuning for Diverse Text OCR Correction. | Shuhao Guan, Derek Greene |
| 2024 | ECIR | A Deep Learning Approach for Selective Relevance Feedback. | Suchana Datta, Debasis Ganguly, Sean MacAvaney, Derek Greene |
| 2024 | EMNLP | Effective Synthetic Data and Test-Time Adaptation for OCR Correction. | Shuhao Guan, Cheng Xu, Moule Lin, Derek Greene |
| 2023 | CBMI | Handwriting Analysis on the Diaries of Rosamond Jacob. | Sharmistha S. Sawant, Saloni D. Thakare, Derek Greene, Gerardine Meaney, Alan F. Smeaton |
| 2023 | ECIR | On the Feasibility and Robustness of Pointwise Evaluation of Query Performance Prediction. | Suchana Datta, Debasis Ganguly, Derek Greene, Mandar Mitra |
| 2023 | WWW | Graph Embedding for Mapping Interdisciplinary Research Networks. | Eoghan Cunningham, Derek Greene |
| 2022 | ACL | A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification. | Dairui Liu, Derek Greene, Ruihai Dong |
| 2022 | ECIR | An Analysis of Variations in the Effectiveness of Query Performance Prediction. | Debasis Ganguly, Suchana Datta, Mandar Mitra, Derek Greene |
| 2022 | ICCBR | Forecasting for Sustainable Dairy Produce: Enhanced Long-Term, Milk-Supply Forecasting Using k-NN for Data Augmentation, with Prefactual Explanations for XAI. | Eoin Delaney, Derek Greene, Laurence Shalloo, Michael Lynch, Mark T. Keane |
| 2022 | WWW | Assessing Network Representations for Identifying Interdisciplinarity. | Eoghan Cunningham, Derek Greene |
| 2022 | SIGIR | A 'Pointwise-Query, Listwise-Document' based Query Performance Prediction Approach. | Suchana Datta, Sean MacAvaney, Debasis Ganguly, Derek Greene |
| 2022 | WSDM | Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Query Performance Prediction. | Suchana Datta, Debasis Ganguly, Derek Greene, Mandar Mitra |
| 2021 | ICCBR | Instance-Based Counterfactual Explanations for Time Series Classification. | Eoin Delaney, Derek Greene, Mark T. Keane |
| 2020 | ICPR | Post-hoc Explanation Options for XAI in Deep Learning: The Insight Centre for Data Analytics Perspective. | Eoin M. Kenny, Eoin D. Delaney, Derek Greene, Mark T. Keane |
| 2019 | LDK | Comparison of Embedding Techniques for Topic Modeling Coherence Measures. | Mark Belford, Derek Greene |
| 2017 | ICWE | TweetCric: A Twitter-Based Accountability Mechanism for Cricket. | Arjumand Younus, Muhammad Atif Qureshi, Naif R. Aljohani, Derek Greene, Michael P. O'Mahony |
| 2017 | LDK | Weak Supervision for Semi-supervised Topic Modeling via Word Embeddings. | Gerald Conheady, Derek Greene |
| 2017 | LDK | Exploring the Role of Gender in 19th Century Fiction Through the Lens of Word Embeddings. | Siobhn Grayson, Maria Mulvany, Karen Wade, Gerardine Meaney, Derek Greene |
| 2016 | ECIR | Detecting Attention Dominating Moments Across Media Types. | Igor Brigadir, Derek Greene, Pdraig Cunningham |
| 2016 | EDM | Time Series Analysis of VLE Activity Data. | Ewa Mlynarska, Pdraig Cunningham, Derek Greene |
| 2013 | WSDM | Unsupervised graph-based topic labelling using dbpedia. | Ioana Hulpus, Conor Hayes, Marcel Karnstedt, Derek Greene |
| 2012 | FlAIRS | An Eigenvalue-Based Measure for Word-Sense Disambiguation. | Ioana Hulpus, Conor Hayes, Marcel Karnstedt, Derek Greene |
| 2012 | RecSys | A system for twitter user list curation. | Igor Brigadir, Derek Greene, Padraig Cunningham |
| 2012 | RecSys | Aggregating content and network information to curate twitter user lists. | Derek Greene, Gavin Sheridan, Barry Smyth, Pdraig Cunningham |
| 2011 | CIKM | ThemeCrowds: multiresolution summaries of twitter usage. | Daniel Archambault, Derek Greene, Pdraig Cunningham, Neil J. Hurley |
| 2011 | ICDM | Deriving Insights from National Happiness Indices. | Anthony Brew, Derek Greene, Daniel Archambault, Padraig Cunningham |
| 2011 | ICWSM | Identifying Representative Textual Sources in Blog Networks. | Karen Wade, Derek Greene, Conrad Lee, Daniel Archambault, Pdraig Cunningham |
| 2010 | ECAI | Using Crowdsourcing and Active Learning to Track Sentiment in Online Media. | Anthony Brew, Derek Greene, Padraig Cunningham |
| 2010 | KDD | Distortion as a validation criterion in the identification of suspicious reviews. | Guangyu Wu, Derek Greene, Barry Smyth, Pdraig Cunningham |
| 2010 | RecSys | Merging multiple criteria to identify suspicious reviews. | Guangyu Wu, Derek Greene, Padraig Cunningham |
| 2008 | BIBE | Parallel integration of heterogeneous genome-wide data sources. | Derek Greene, Kenneth Bryan, Padraig Cunningham |
| 2006 | ICML | Practical solutions to the problem of diagonal dominance in kernel document clustering. | Derek Greene, Padraig Cunningham |
| 2004 | CBMS | Ensemble Clustering in Medical Diagnostics. | Derek Greene, Alexey Tsymbal, Nadia Bolshakova, Padraig Cunningham |
| 2004 | PERCOM | Instant Messaging & Presence Management in Mobile Ad-Hoc Networks. | Derek Greene, Donal O'Mahony |