| 2020 | LREC | Exploring Transformer Text Generation for Medical Dataset Augmentation. | Ali Amin-Nejad, Julia Ive, Sumithra Velupillai |
| 2020 | LREC | Development of a Corpus Annotated with Medications and their Attributes in Psychiatric Health Records. | Jaya Chaturvedi, Natalia Viani, Jyoti Sanyal, Chloe Tytherleigh, Idil Hasan, Kate Baird, Sumithra Velupillai, Robert Stewart, Angus Roberts |
| 2020 | LREC | Using Deep Neural Networks with Intra- and Inter-Sentence Context to Classify Suicidal Behaviour. | Xingyi Song, Johnny Downs, Sumithra Velupillai, Rachel Holden, Maxim Kikoler, Kalina Bontcheva, Rina Dutta, Angus Roberts |
| 2019 | AIME | Generating Positive Psychosis Symptom Keywords from Electronic Health Records. | Natalia Viani, Rashmi Patel, Robert Stewart, Sumithra Velupillai |
| 2019 | AMIA | Clinical Text Mining in Mental Health. | Jessica D. Tenenbaum, Ramakanth Kavuluru, Thomas H. McCoy, zlem Uzuner, Sumithra Velupillai |
| 2019 | AMIA | Time Expression Annotation for Multiple Clinical Specialties. | Natalia Viani, Hegler Tissot, Ariane Bernardino, Sumithra Velupillai |
| 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 |
| 2017 | AMIA | Clinical Natural Language Processing in Languages Other Than English. | Aurlie Nvol, Nomie Elhadad, Sumithra Velupillai, Hua Xu, Guergana Savova |
| 2016 | AMIA | Temporal Annotation of Swedish Intensive Care Notes. | Sumithra Velupillai, Rebecka Weegar, Maria Kvist |
| 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 |
| 2015 | AMIA | Towards a Generalizable Time Expression Model for Temporal Reasoning in Clinical Notes. | Sumithra Velupillai, Danielle L. Mowery, Samir E. AbdelRahman, Lee M. Christensen, Wendy W. Chapman |
| 2015 | CaiSE | HEALTH BANK - A Workbench for Data Science Applications in Healthcare. | Hercules Dalianis, Aron Henriksson, Maria Kvist, Sumithra Velupillai, Rebecka Weegar |
| 2014 | AMIA | Disease/Disorder Semantic Template Filling - Information Extraction Challenge in the ShARe/CLEF eHealth Evaluation Lab 2014. | Sumithra Velupillai, Danielle L. Mowery, Lee M. Christensen, Noemie Elhadad, Sameer Pradhan, Guergana K. Savova, Wendy W. Chapman |
| 2012 | CICLING | Fine-Grained Certainty Level Annotations Used for Coarser-Grained E-Health Scenarios - Certainty Classification of Diagnostic Statements in Swedish Clinical Text. | Sumithra Velupillai, Maria Kvist |
| 2010 | ACL | Levels of certainty in knowledge-intensive corpora: an initial annotation study. | Aron Henriksson, Sumithra Velupillai |
| 2010 | ACL | Towards a better understanding of uncertainties and speculations in Swedish clinical text - Analysis of an initial annotation trial. | Sumithra Velupillai |
| 2010 | CIKM | Semantic annotations in clinical documentation: exploring potentials for future information retrieval. | Sumithra Velupillai |
| 2010 | CoNLL | Uncertainty Detection as Approximate Max-Margin Sequence Labelling. | Oscar Tckstrm, Sumithra Velupillai, Martin Hassel, Gunnar Eriksson, Hercules Dalianis, Jussi Karlgren |
| 2010 | LREC | How Certain are Clinical Assessments? Annotating Swedish Clinical Text for (Un)certainties, Speculations and Negations. | Hercules Dalianis, Sumithra Velupillai |
| 2008 | CoNLL | Mixing and Blending Syntactic and Semantic Dependencies. | Yvonne Samuelsson, Oscar Tckstrm, Sumithra Velupillai, Johan Eklund, Mark Fishel, Markus Saers |
| 2008 | LREC | Revealing Relations between Open and Closed Answers in Questionnaires through Text Clustering Evaluation. | Magnus Rosell, Sumithra Velupillai |