| 2023 | ECIR | Extractive Summarization of Financial Earnings Call Transcripts - Or: When GREP Beat BERT. | Timothy Nugent, George Gkotsis, Jochen L. Leidner |
| 2017 | AMIA | Detection of Suicidality in Adolescents with Autism Spectrum Disorders: Developing a Natural Language Processing Approach for Use in Electronic Health Records. | Johnny Downs, Sumithra Velupillai, George Gkotsis, Rachel Holden, Maxim Kikoler, Harry Dean, Andrea Fernandes, Rina Dutta |
| 2016 | NAACL | The language of mental health problems in social media. | George Gkotsis, Anika Oellrich, Tim J. P. Hubbard, Richard J. B. Dobson, Maria Liakata, Sumithra Velupillai, Rina Dutta |
| 2016 | NAACL | Don't Let Notes Be Misunderstood: A Negation Detection Method for Assessing Risk of Suicide in Mental Health Records. | George Gkotsis, Sumithra Velupillai, Anika Oellrich, Harry Dean, Maria Liakata, Rina Dutta |
| 2013 | AIED | Social Personalized Adaptive E-Learning Environment: Topolor - Implementation and Evaluation. | Lei Shi, George Gkotsis, Karen Stepanyan, Dana Al Qudah, Alexandra I. Cristea |
| 2013 | CIKM | Alternate views of graph clusterings based on thresholds: a case study for a student forum. | Maria Pouliopoulou, George Gkotsis, Christos Makris |
| 2013 | WWW | Zero-cost labelling with web feeds for weblog data extraction. | George Gkotsis, Karen Stepanyan, Alexandra I. Cristea, Mike Joy |
| 2013 | WWW | A hybrid approach for spotting, disambiguating and annotating places in user-generated text. | Karen Stepanyan, George Gkotsis, Vangelis Banos, Alexandra I. Cristea, Mike Joy |
| 2010 | WEBIST | On the Exploration and Exploitation of Structural Similarities in Argumentative Discourses. | George Gkotsis, Nikos I. Karacapilidis |