A Term-Based Methodology for Template Creation in Information Extraction. - Kalliopi Zervanou; John McNaught (Natural Language Processing, 2000)

A Domain-Independent Approach to IE Rule Development. - Kalliopi Zervanou; John McNaught (LREC, 2004)

Ontology-enablement of a system for semantic annotation of digital documents. - William J. Black; Simon Jowett; Thomas Mavroudakis; John McNaught; Babis Theodoulidis; Argyrios Vasilakopoulos; Gian Piero Zarri; Kalliopi Zervanou (SemAnnot@ISWC, 2004)

Automatic document indexing in large medical collections. - Angelos Hliaoutakis; Kalliopi Zervanou; Euripides G. M. Petrakis; Evangelos E. Milios (HIKM, 2006)

The TSRMApproach in the Document Retrieval Application. - Efthymios Drymonas; Kalliopi Zervanou; Euripides G. M. Petrakis (NLDB, 2008)

The AMTEx approach in the medical document indexing and retrieval application. - Angelos Hliaoutakis; Kalliopi Zervanou; Euripides G. M. Petrakis (Data Knowl. Eng., 2009)

Unsupervised Ontology Acquisition from Plain Texts: The OntoGain System. - Euthymios Drymonas; Kalliopi Zervanou; Euripides G. M. Petrakis (NLDB, 2010)

UvT: The UvT Term Extraction System in the Keyphrase Extraction Task. - Kalliopi Zervanou (SemEval@ACL, 2010)

Exploiting Multi-Word Similarity for Retrieval in Medical Document Collections: the TSRM Approach. - Euthymios Drymonas; Kalliopi Zervanou; Euripides G. M. Petrakis (J. Digit. Inf. Manag., 2010)

Enrichment and Structuring of Archival Description Metadata. - Kalliopi Zervanou; Ioannis Korkontzelos; Antal van den Bosch; Sophia Ananiadou (LaTeCH@ACL, 2011)

Semantic Similarity Computation for Abstract and Concrete Nouns Using Network-based Distributional Semantic Models. - Elias Iosif; Alexandros Potamianos; Maria Giannoudaki; Kalliopi Zervanou (IWCS, 2013)

Documenting Social Unrest: Detecting Strikes in Historical Daily Newspapers. - Kalliopi Zervanou; Marten Düring; Iris Hendrickx; Antal van den Bosch (SocInfo Workshops, 2013)

Word Semantic Similarity for Morphologically Rich Languages. - Kalliopi Zervanou; Elias Iosif; Alexandros Potamianos (LREC, 2014)

SAIL-GRS: Grammar Induction for Spoken Dialogue Systems using CF-IRF Rule Similarity. - Kalliopi Zervanou; Nikolaos Malandrakis; Shrikanth S. Narayanan (SemEval@COLING, 2014)

Creating Time Capsules for Historical Research in the Early Modern Period: Reconstructing Trajectories of Plant Medicines. - Wouter Klein; Kalliopi Zervanou; Marijn Koolen; Peter van den Hooff; Frans Wiering; Wouter Alink; Toine Pieters (HistoInformatics@CIKM, 2017)

Term Based Semantic Clusters for Very Short Text Classification. - Jasper Paalman; Shantanu Mullick; Kalliopi Zervanou; Yingqian Zhang 001 (RANLP, 2019)

Making Sense of Violence Risk Predictions Using Clinical Notes. - Pablo Mosteiro; Emil Rijcken; Kalliopi Zervanou; Uzay Kaymak; Floortje Scheepers; Marco Spruit (HIS, 2020)

Lost and Found: Predicting Airline Baggage At-risk of Being Mishandled. - Herbert van Leeuwen; Yingqian Zhang 001; Kalliopi Zervanou; Shantanu Mullick; Uzay Kaymak; Tom de Ruijter (ICAART (2), 2020)

Relation Representation Learning for Special Cargo Ontology. - Vahideh Reshadat; Alp Akcay; Kalliopi Zervanou; Yingqian Zhang 001; Eelco de Jong (SSCI, 2021)

A Comparative Study of Fuzzy Topic Models and LDA in terms of Interpretability. - Emil Rijcken; Floortje Scheepers; Pablo Mosteiro; Kalliopi Zervanou; Marco Spruit; Uzay Kaymak (SSCI, 2021)

Knowledge Modeling and Incident Analysis for Special Cargo. - Vahideh Reshadat; Tess Kolkman; Kalliopi Zervanou; Yingqian Zhang 001; Alp Akçay; Carlijn Snijder; Ryan McDonnell; Karel Schorer; Casper Wichers; Thomas Koch 005; Elenna R. Dugundji; Eelco de Jong (Technologies and Applications for Big Data Value, 2022)

FuzzyTM: a Software Package for Fuzzy Topic Modeling. - Emil Rijcken; Pablo Mosteiro; Kalliopi Zervanou; Marco Spruit; Floortje Scheepers; Uzay Kaymak (FUZZ-IEEE, 2022)

Analyzing Patient Feedback Data with Topic Modeling. - Jasper Arendsen; Emil Rijcken; Kalliopi Zervanou; Kim Rietjens; Femke Vlems; Uzay Kaymak (IPMU (2), 2022)

Exploring Embedding Spaces for more Coherent Topic Modeling in Electronic Health Records. - Emil Rijcken; Kalliopi Zervanou; Marco Spruit; Pablo Mosteiro; Floortje Scheepers; Uzay Kaymak (SMC, 2022)

Machine Learning for Violence Risk Assessment Using Dutch Clinical Notes. - Pablo Mosteiro; Emil Rijcken; Kalliopi Zervanou; Uzay Kaymak; Floortje Scheepers; Marco Spruit (CoRR, 2022)

Topic Modeling for Interpretable Text Classification From EHRs. - Emil Rijcken; Uzay Kaymak; Floortje Scheepers; Pablo Mosteiro; Kalliopi Zervanou; Marco Spruit (Frontiers Big Data, 2022)

Effect of Calculating Pointwise Mutual Information using a Fuzzy Sliding Window in Topic Modeling. - Emil Rijcken; Kalliopi Zervanou; Marco Spruit; Floortje Scheepers; Uzay Kaymak (FUZZ, 2023)

SCRE: special cargo relation extraction using representation learning. - Vahideh Reshadat; Alp Akcay; Kalliopi Zervanou; Yingqian Zhang 001; Eelco de Jong (Neural Comput. Appl., 2023)

Topic specificity: A descriptive metric for algorithm selection and finding the right number of topics. - Emil Rijcken; Kalliopi Zervanou; Pablo Mosteiro; Floortje Scheepers; Marco Spruit; Uzay Kaymak (Nat. Lang. Process. J., 2024)

Machine learning vs. rule-based methods for document classification of electronic health records within mental health care - A systematic literature review. - Emil Rijcken; Kalliopi Zervanou; Pablo Mosteiro; Floortje Scheepers; Marco Spruit; Uzay Kaymak (Nat. Lang. Process. J., 2025)