NLPExplorer

Hercules Dalianis

Number of Papers:- 40

Number of Citations:- 15

First ACL Paper:- 1995

Latest ACL Paper:- 2025

Venues:-

WS

LREC

NoDaLiDa

RANLP

INLG

EACL

IJCNLP

Louhi

NeSp-NLP

EMNLP

BioNLP

MultilingualBIO

ACL

CL4Health

CoNLL

CALD-pseudo

Co-Authors:-

Anastasios Lamproudis

Andrius Budrionis

Arantza Casillas

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Cristina Dutra De Aguiar Ciferri

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Pablo Freire Matos

Silvia Giannini

Explainability for NLP in Pharmacovigilance: A Study on Adverse Event Report Triage in Swedish CL4Health WS

Luise Dürlich | Erik Bergman | Maria Larsson | Hercules Dalianis | Seamus Doyle | Gabriel Westman | Joakim Nivre |

Using BART to Automatically Generate Discharge Summaries from Swedish Clinical Text CL4Health WS

Nils Berg | Hercules Dalianis |

Deidentifying a Norwegian Clinical Corpus - an Effort to Create a Privacy-preserving Norwegian Large Clinical Language Model CALD-pseudo WS

Phuong Ngo | Miguel Tejedor | Therese Olsen Svenning | Taridzo Chomutare | Andrius Budrionis | Hercules Dalianis |

When Is a Name Sensitive? Eponyms in Clinical Text and Implications for De-Identification CALD-pseudo WS

Thomas Vakili | Tyr Hullmann | Aron Henriksson | Hercules Dalianis |

Utility Preservation of Clinical Text After De-Identification ACL BioNLP

Thomas Vakili | Hercules Dalianis |

Downstream Task Performance of BERT Models Pre-Trained Using Automatically De-Identified Clinical Data LREC

Thomas Vakili | Anastasios Lamproudis | Aron Henriksson | Hercules Dalianis |

Evaluating Pretraining Strategies for Clinical BERT Models LREC

Anastasios Lamproudis | Aron Henriksson | Hercules Dalianis |

On the Contribution of Per-ICD Attention Mechanisms to Classify Health Records in Languages with Fewer Resources than English RANLP

Alberto Blanco | Sonja Remmer | Alicia Pérez | Hercules Dalianis | Arantza Casillas |

Multi-label Diagnosis Classification of Swedish Discharge Summaries – ICD-10 Code Assignment Using KB-BERT RANLP

Sonja Remmer | Anastasios Lamproudis | Hercules Dalianis |

Developing a Clinical Language Model for Swedish: Continued Pretraining of Generic BERT with In-Domain Data RANLP

Anastasios Lamproudis | Aron Henriksson | Hercules Dalianis |

The Impact of De-identification on Downstream Named Entity Recognition in Clinical Text EMNLP Louhi

Hanna Berg | Aron Henriksson | Hercules Dalianis |

Detecting Adverse Drug Events from Swedish Electronic Health Records using Text Mining LREC MultilingualBIO WS

Maria Bampa | Hercules Dalianis |

A Semi-supervised Approach for De-identification of Swedish Clinical Text LREC

Hanna Berg | Hercules Dalianis |

Building a De-identification System for Real Swedish Clinical Text Using Pseudonymised Clinical Text EMNLP WS

Hanna Berg | Taridzo Chomutare | Hercules Dalianis |

Augmenting a De-identification System for Swedish Clinical Text Using Open Resources and Deep Learning NoDaLiDa WS

Hanna Berg | Hercules Dalianis |

Pseudonymisation of Swedish Electronic Patient Records Using a Rule-Based Approach NoDaLiDa WS

Hercules Dalianis |

Efficient Encoding of Pathology Reports Using Natural Language Processing RANLP

Rebecka Weegar | Jan F Nygård | Hercules Dalianis |

Applying deep learning on electronic health records in Swedish to predict healthcare-associated infections BioNLP WS

Olof Jacobson | Hercules Dalianis |

Creating a rule based system for text mining of Norwegian breast cancer pathology reports Louhi WS

Rebecka Weegar | Hercules Dalianis |

Adverse Drug Event classification of health records using dictionary based pre-processing and machine learning Louhi WS

Stefanie Friedrich | Hercules Dalianis |

Proceedings of the 5th International Workshop on Health Text Mining and Information Analysis (Louhi) Louhi WS

Sumithra Velupillai | Martin Duneld | Maria Kvist | Hercules Dalianis | Maria Skeppstedt | Aron Henriksson |

Negation Scope Delimitation in Clinical Text Using Three Approaches: NegEx, PyConTextNLP and SynNeg NoDaLiDa WS

Hideyuki Tanushi | Hercules Dalianis | Martin Duneld | Maria Kvist | Maria Skeppstedt | Sumithra Velupillai |

Rule-based Entity Recognition and Coverage of SNOMED CT in Swedish Clinical Text LREC

Maria Skeppstedt | Maria Kvist | Hercules Dalianis |

Creating a Reusable English-Chinese Parallel Corpus for Bilingual Dictionary Construction LREC

Hercules Dalianis | Hao-chun Xing | Xin Zhang |

Influence of Module Order on Rule-Based De-identification of Personal Names in Electronic Patient Records Written in Swedish LREC

Elin Carlsson | Hercules Dalianis |

How Certain are Clinical Assessments? Annotating Swedish Clinical Text for (Un)certainties, Speculations and Negations LREC

Hercules Dalianis | Sumithra Velupillai |

Proceedings of the NAACL HLT 2010 Second Louhi Workshop on Text and Data Mining of Health Documents Louhi WS

Hercules Dalianis | Martin Hassel | Gunnar Nilsson |

Characteristics and Analysis of Finnish and Swedish Clinical Intensive Care Nursing Narratives Louhi WS

Helen Allvin | Elin Carlsson | Hercules Dalianis | Riitta Danielsson-Ojala | Vidas Daudaravicius | Martin Hassel | Dimitrios Kokkinakis | Heljä Lundgren-Laine | Gunnar Nilsson | Øystein Nytrø | Sanna Salanterä | Maria Skeppstedt | Hanna Suominen | Sumithra Velupillai |

Uncertainty Detection as Approximate Max-Margin Sequence Labelling CoNLL WS

Oscar Täckström | Sumithra Velupillai | Martin Hassel | Gunnar Eriksson | Hercules Dalianis | Jussi Karlgren |

Creating and evaluating a consensus for negated and speculative words in a Swedish clinical corpus NeSp-NLP WS

Hercules Dalianis | Maria Skeppstedt |

Automatic training of lemmatization rules that handle morphological changes in pre-, in- and suffixes alike ACL IJCNLP

Bart Jongejan | Hercules Dalianis |

Identification of Parallel Text Pairs Using Fingerprints RANLP

Martin Hassel | Hercules Dalianis |

Using Uplug and SiteSeeker to construct a cross language search engine for Scandinavian languages NoDaLiDa WS

Hercules Dalianis | Martin Rimka | Viggo Kann |

Experiments to Investigate the Connection between Case Distribution and Topical Relevance of Search Terms in an Information Retrieval Setting LREC

Jussi Karlgren | Hercules Dalianis | Bart Jongejan |

Automatic Construction of Domain-specific Dictionaries on Sparse Parallel Corpora in the Nordic languages WS

Sumithra Velupillai | Hercules Dalianis |

Hand-crafted versus Machine-learned Inflectional Rules: The Euroling-SiteSeeker Stemmer and CST’s Lemmatiser LREC

Hercules Dalianis | Bart Jongejan |

Improving search engine retrieval using a compound splitter for Swedish NoDaLiDa WS

Hercules Dalianis |

Improving Precision in Information Retrieval for Swedish using Stemming NoDaLiDa WS

Johan Carlberger | Hercules Dalianis | Martin Duneld | Ola Knutsson |

On Lexical Aggregation and Ordering INLG WS

Hercules Dalianis | Eduard Hovy |

Aggregation in the NL-generator of the Visual and Natural language Specification Tool EACL

Hercules Dalianis |

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