| 2025 | ACL | Data-Constrained Synthesis of Training Data for De-Identification. | Thomas Vakili, Aron Henriksson, Hercules Dalianis |
| 2025 | RANLP | Instruction-Tuning LLaMA for Synthetic Medical Note Generation in Swedish and English. | Lotta Kiefer, Jesujoba Alabi, Thomas Vakili, Hercules Dalianis, Dietrich Klakow |
| 2022 | LREC | Evaluating Pretraining Strategies for Clinical BERT Models. | Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis |
| 2022 | LREC | Downstream Task Performance of BERT Models Pre-Trained Using Automatically De-Identified Clinical Data. | Thomas Vakili, Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis |
| 2021 | RANLP | On the Contribution of Per-ICD Attention Mechanisms to Classify Health Records in Languages with Fewer Resources than English. | Alberto Blanco, Sonja Remmer, Alicia Prez, Hercules Dalianis, Arantza Casillas |
| 2021 | RANLP | Developing a Clinical Language Model for Swedish: Continued Pretraining of Generic BERT with In-Domain Data. | Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis |
| 2021 | RANLP | Multi-label Diagnosis Classification of Swedish Discharge Summaries - ICD-10 Code Assignment Using KB-BERT. | Sonja Remmer, Anastasios Lamproudis, Hercules Dalianis |
| 2020 | LREC | Detecting Adverse Drug Events from Swedish Electronic Health Records using Text Mining. | Maria Bampa, Hercules Dalianis |
| 2020 | LREC | A Semi-supervised Approach for De-identification of Swedish Clinical Text. | Hanna Berg, Hercules Dalianis |
| 2017 | RANLP | Efficient Encoding of Pathology Reports Using Natural Language Processing. | Rebecka Weegar, Jan F. Nygrd, Hercules Dalianis |
| 2016 | ICDE | Pathology text mining - on Norwegian prostate cancer reports. | Anders Dahl, Atilla Ozkan, Hercules Dalianis |
| 2015 | AMIA | Finding Cervical Cancer Symptoms in Swedish Clinical Text using a Machine Learning Approach and NegEx. | Rebecka Weegar, Maria Kvist, Karin Sundstrm, Sren Brunak, Hercules Dalianis |
| 2015 | CaiSE | HEALTH BANK - A Workbench for Data Science Applications in Healthcare. | Hercules Dalianis, Aron Henriksson, Maria Kvist, Sumithra Velupillai, Rebecka Weegar |
| 2015 | CaiSE | Exploration of Known and Unknown Early Symptoms of Cervical Cancer and Development of a Symptom Spectrum - Outline of a Data and Text Mining Based Approach. | Claudia Ehrentratraut, Hercules Dalianis, Karin Sundstrm |
| 2015 | DSAA | Modeling heterogeneous clinical sequence data in semantic space for adverse drug event detection. | Aron Henriksson, Jing Zhao, Henrik Bostrm, Hercules Dalianis |
| 2014 | AMIA | Clinical Natural Language Processing in Languages Other Than English. | Aurlie Nvol, Hercules Dalianis, Guergana Savova, Pierre Zweigenbaum |
| 2012 | LREC | Rule-based Entity Recognition and Coverage of SNOMED CT in Swedish Clinical Text. | Maria Skeppstedt, Maria Kvist, Hercules Dalianis |
| 2011 | CICLING | Comparing Manual Text Patterns and Machine Learning for Classification of E-Mails for Automatic Answering by a Government Agency. | Hercules Dalianis, Jonas Sjbergh, Eriks Sneiders |
| 2010 | ACL | Creating and evaluating a consensus for negated and speculative words in a Swedish clinical corpus. | Hercules Dalianis, Maria Skeppstedt |
| 2010 | CoNLL | Uncertainty Detection as Approximate Max-Margin Sequence Labelling. | Oscar Tckstrm, Sumithra Velupillai, Martin Hassel, Gunnar Eriksson, Hercules Dalianis, Jussi Karlgren |
| 2010 | LREC | Influence of Module Order on Rule-Based De-identification of Personal Names in Electronic Patient Records Written in Swedish. | Elin Carlsson, Hercules Dalianis |
| 2010 | LREC | How Certain are Clinical Assessments? Annotating Swedish Clinical Text for (Un)certainties, Speculations and Negations. | Hercules Dalianis, Sumithra Velupillai |
| 2010 | LREC | Creating a Reusable English-Chinese Parallel Corpus for Bilingual Dictionary Construction. | Hercules Dalianis, Hao-chun Xing, Xin Zhang |
| 2009 | ACL | Automatic training of lemmatization rules that handle morphological changes in pre-, in- and suffixes alike. | Bart Jongejan, Hercules Dalianis |
| 2009 | RANLP | Identification of Parallel Text Pairs Using Fingerprints. | Martin Hassel, Hercules Dalianis |
| 2008 | LREC | Experiments to Investigate the Connection between Case Distribution and Topical Relevance of Search Terms in an Information Retrieval Setting. | Jussi Karlgren, Hercules Dalianis, Bart Jongejan |
| 2006 | LREC | Hand-crafted versus Machine-learned Inflectional Rules: The Euroling-SiteSeeker Stemmer and CST's Lemmatiser. | Hercules Dalianis, Bart Jongejan |
| 2002 | NLDB | Evaluating a Spelling Support in a Search Engine. | Hercules Dalianis |
| 1997 | ER | Explaining Conceptual Models - An Architecture and Design Principles. | Hercules Dalianis, Paul Johannesson |
| 1996 | INLG | On Lexical Aggregation and Ordering. | Hercules Dalianis, Eduard H. Hovy |
| 1995 | EACL | Aggregation in the NL-generator of the Visual and Natural language Specification Tool. | Hercules Dalianis |
| 1995 | NLDB | Aggregation, Formal Specification and Natural Language Generation. | Hercules Dalianis |
| 1992 | CaiSE | A Method for Validating a Conceptual Model by Natural Language Discourse Generation. | Hercules Dalianis |