| Quantifying the association between psychotherapy content and clinical outcomes using deep learning MP Ewbank, R Cummins, V Tablan, S Bateup, A Catarino, AJ Martin, ... JAMA psychiatry 77 (1), 35-43, 2020 | 102 | 2020 |
| Constrained multi-task learning for automated essay scoring R Cummins, M Zhang, T Briscoe Association for Computational Linguistics, 2016 | 80 | 2016 |
| Learning in a pairwise term-term proximity framework for information retrieval R Cummins, C O'Riordan Proceedings of the 32nd international ACM SIGIR conference on Research and …, 2009 | 79 | 2009 |
| Improved query performance prediction using standard deviation R Cummins, J Jose, C O'Riordan Proceedings of the 34th international ACM SIGIR conference on Research and …, 2011 | 77 | 2011 |
| Evolving local and global weighting schemes in information retrieval R Cummins, C O’Riordan Information Retrieval 9, 311-330, 2006 | 64 | 2006 |
| Evaluating aggregated search pages K Zhou, R Cummins, M Lalmas, JM Jose Proceedings of the 35th international ACM SIGIR conference on Research and …, 2012 | 56 | 2012 |
| A Pólya urn document language model for improved information retrieval R Cummins, JH Paik, Y Lv ACM Transactions on Information Systems (TOIS) 33 (4), 1-34, 2015 | 46 | 2015 |
| Evaluating the performance of automated text scoring systems H Yannakoudakis, R Cummins Proceedings of the Tenth Workshop on Innovative Use of NLP for Building …, 2015 | 42 | 2015 |
| Understanding the relationship between patient language and outcomes in internet-enabled cognitive behavioural therapy: A deep learning approach to automatic coding of session … MP Ewbank, R Cummins, V Tablan, A Catarino, S Buchholz, AD Blackwell Psychotherapy Research 31 (3), 300-312, 2021 | 36 | 2021 |
| Document score distribution models for query performance inference and prediction R Cummins ACM Transactions on Information Systems (TOIS) 32 (1), 1-28, 2014 | 35 | 2014 |
| Sentence similarity measures for fine-grained estimation of topical relevance in learner essays M Rei, R Cummins arXiv preprint arXiv:1606.03144, 2016 | 34 | 2016 |
| Evolving general term-weighting schemes for information retrieval: Tests on larger collections R Cummins, C O’riordan Artificial Intelligence Review 24, 277-299, 2005 | 32 | 2005 |
| Which vertical search engines are relevant? K Zhou, R Cummins, M Lalmas, JM Jose Proceedings of the 22nd international conference on World Wide Web, 1557-1568, 2013 | 31 | 2013 |
| An axiomatic comparison of learned term-weighting schemes in information retrieval: clarifications and extensions R Cummins, C O’Riordan Artificial Intelligence Review 28, 51-68, 2007 | 30 | 2007 |
| The evolution and analysis of term-weighting schemes in information retrieval R Cummins National University of Ireland, 2008 | 24 | 2008 |
| On the reliability and intuitiveness of aggregated search metrics K Zhou, M Lalmas, T Sakai, R Cummins, JM Jose Proceedings of the 22nd ACM international conference on Information …, 2013 | 23 | 2013 |
| Evolved term-weighting schemes in information retrieval: an analysis of the solution space R Cummins, C O’Riordan Artificial Intelligence Review 26, 35-47, 2006 | 22 | 2006 |
| A constraint to automatically regulate document-length normalisation R Cummins, C O'Riordan Proceedings of the 21st ACM international conference on Information and …, 2012 | 19 | 2012 |
| Neural multi-task learning in automated assessment R Cummins, M Rei arXiv preprint arXiv:1801.06830, 2018 | 18 | 2018 |
| Refining our understanding of depressive states and state transitions in response to cognitive behavioural therapy using latent Markov modelling A Catarino, JM Fawcett, MP Ewbank, S Bateup, R Cummins, V Tablan, ... Psychological Medicine 52 (2), 332-341, 2022 | 17 | 2022 |
Colm O'RiordanNUI, GalwayVerified email at nuigalway.ie
