Mike Kestemont

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 58

Top Topics

Change Detection

Authorship Attribution

Convolutional Neural Networks

Top Venues

Publications

Nikolay Banar, Walter Daelemans, Mike Kestemont
Transfer Learning for the Visual Arts: The Multi-modal Retrieval of Iconclass Codes. ACM Journal on Computing and Cultural Heritage 16 (2) (2023)
Wouter Haverals, Mike Kestemont
Handwritten text recognition applied to the manuscript production of the Carthusian Monastery of Herne in the Fourteenth Century. DH (2023)
Thomas Smits, Wouter Haverals, Loren Verreyen, Mona Allaert, Mike Kestemont
Greetings from! Extracting address information from 100, 000 historical picture postcards. CHR (2023)
Wouter Haverals, Mike Kestemont
The Middle Dutch Manuscripts Surviving from the Carthusian Monastery of Herne (14th century): Constructing an Open Dataset of Digital Transcriptions. CHR (2023)
Alessandra De Mulder, Lauren Fonteyn, Mike Kestemont
Linguistic Value Construction in 18th-Century London Auction Advertisements: a Quantitative Approach. CHR (2022)
Efstathios Stamatatos, Mike Kestemont, Krzysztof Kredens, Piotr Pezik, Annina Heini, Janek Bevendorff, Benno Stein, Martin Potthast
Overview of the Authorship Verification Task at PAN 2022. CLEF (Working Notes) (2022)
Wouter Haverals, Mike Kestemont
From exemplar to copy: the scribal appropriation of a Hadewijch manuscript computationally explored. CoRR (2022)
Janek Bevendorff, Berta Chulvi, Elisabetta Fersini, Annina Heini, Mike Kestemont, Krzysztof Kredens, Maximilian Mayerl, Reynier Ortega-Bueno, Piotr Pezik, Martin Potthast, Francisco Rangel, Paolo Rosso, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, Magdalena Wolska, Eva Zangerle
Overview of PAN 2022: Authorship Verification, Profiling Irony and Stereotype Spreaders, and Style Change Detection. CLEF (2022)
Janek Bevendorff, Berta Chulvi, Elisabetta Fersini, Annina Heini, Mike Kestemont, Krzysztof Kredens, Maximilian Mayerl, Reyner Ortega-Bueno, Piotr Pezik, Martin Potthast, Francisco Rangel, Paolo Rosso, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, Magdalena Wolska, Eva Zangerle
Overview of PAN 2022: Authorship Verification, Profiling Irony and Stereotype Spreaders, Style Change Detection, and Trigger Detection - Extended Abstract. ECIR (2) (2022)
Margherita Parigini, Mike Kestemont
The Roots of Doubt. Fine-tuning a BERT Model to Explore a Stylistic Phenomenon. CHR (2022)
Nikolay Banar, Walter Daelemans, Mike Kestemont
Multi-modal Label Retrieval for the Visual Arts: The Case of Iconclass. ICAART (1) (2021)
Janek Bevendorff, Berta Chulvi, Gretel Liz De la Peña Sarracén, Mike Kestemont, Enrique Manjavacas, Ilia Markov, Maximilian Mayerl, Martin Potthast, Francisco Rangel, Paolo Rosso, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, Magdalena Wolska, Eva Zangerle
Overview of PAN 2021: Authorship Verification, Profiling Hate Speech Spreaders on Twitter, and Style Change Detection. CLEF (2021)
Matthia Sabatelli, Mike Kestemont, Pierre Geurts
On the Transferability of Winning Tickets in Non-natural Image Datasets. VISIGRAPP (5: VISAPP) (2021)
Ben Burtenshaw, Mike Kestemont
UAntwerp at SemEval-2021 Task 5: Spans are Spans, stacking a binary word level approach to toxic span detection. SemEval@ACL/IJCNLP (2021)
Mike Kestemont, Enrique Manjavacas, Ilia Markov, Janek Bevendorff, Matti Wiegmann, Efstathios Stamatatos, Benno Stein, Martin Potthast
Overview of the Cross-Domain Authorship Verification Task at PAN 2021. CLEF (Working Notes) (2021)
Thomas Smits, Mike Kestemont
Towards Multimodal Computational Humanities. Using CLIP to Analyze Late-Nineteenth Century Magic Lantern Slides. CHR (2021)
Nikolay Banar, Matthia Sabatelli, Pierre Geurts, Walter Daelemans, Mike Kestemont
Transfer Learning with Style Transfer between the Photorealistic and Artistic Domain. Computer Vision and Image Analysis of Art (2021)
Ben Burtenshaw, Mike Kestemont
A Dutch Dataset for Cross-lingual Multilabel Toxicity Detection. BUCC@RANLP (2021)
Matthia Sabatelli, Nikolay Banar, Marie Cocriamont, Eva Coudyzer, Karine Lasaracina, Walter Daelemans, Pierre Geurts, Mike Kestemont
Advances in Digital Music Iconography: Benchmarking the detection of musical instruments in unrestricted, non-photorealistic images from the artistic domain. Digit. Humanit. Q. 15 (1) (2021)
Janek Bevendorff, Berta Chulvi, Gretel Liz De la Peña Sarracén, Mike Kestemont, Enrique Manjavacas, Ilia Markov, Maximilian Mayerl, Martin Potthast, Francisco Manuel Rangel Pardo, Paolo Rosso, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, Magdalena Wolska, Eva Zangerle
Overview of PAN 2021: Authorship Verification, Profiling Hate Speech Spreaders on Twitter, and Style Change Detection - Extended Abstract. ECIR (2) (2021)
Janek Bevendorff, Bilal Ghanem, Anastasia Giachanou, Mike Kestemont, Enrique Manjavacas, Martin Potthast, Francisco M. Rangel Pardo, Paolo Rosso, Günther Specht, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, Eva Zangerle
Shared Tasks on Authorship Analysis at PAN 2020. ECIR (2) (2020)
Mike Kestemont, Folgert Karsdorp
Estimating the Loss of Medieval Literature with an Unseen Species Model from Ecodiversity. CHR (2020)
Mike Kestemont, Enrique Manjavacas, Ilia Markov, Janek Bevendorff, Matti Wiegmann, Efstathios Stamatatos, Martin Potthast, Benno Stein
Overview of the Cross-Domain Authorship Verification Task at PAN 2020. CLEF (Working Notes) (2020)
Matthia Sabatelli, Mike Kestemont, Pierre Geurts
On the Transferability of Winning Tickets in Non-Natural Image Datasets. CoRR (2020)
Janek Bevendorff, Bilal Ghanem, Anastasia Giachanou, Mike Kestemont, Enrique Manjavacas, Ilia Markov, Maximilian Mayerl, Martin Potthast, Francisco M. Rangel Pardo, Paolo Rosso, Günther Specht, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, Eva Zangerle
Overview of PAN 2020: Authorship Verification, Celebrity Profiling, Profiling Fake News Spreaders on Twitter, and Style Change Detection. CLEF (2020)
Nikolay Banar, Walter Daelemans, Mike Kestemont
Character-Level Transformer-Based Neural Machine Translation. NLPIR (2020)
Nikolay Banar, Walter Daelemans, Mike Kestemont
Character-level Transformer-based Neural Machine Translation. CoRR (2020)
Enrique Manjavacas, Folgert Karsdorp, Mike Kestemont
A Statistical Foray into Contextual Aspects of Intertextuality. CHR (2020)
Nikolay Banar, Karine Lasaracina, Walter Daelemans, Mike Kestemont
Transfer Learning for Digital Heritage Collections: Comparing Neural Machine Translation at the Subword-level and Character-level. ICAART (1) (2020)
Enrique Manjavacas, Ákos Kádár, Mike Kestemont
Improving Lemmatization of Non-Standard Languages with Joint Learning. CoRR (2019)
Enrique Manjavacas, Ákos Kádár, Mike Kestemont
Improving Lemmatization of Non-Standard Languages with Joint Learning. NAACL-HLT (1) (2019)
Enrique Manjavacas, Mike Kestemont, Folgert Karsdorp
Generation of Hip-Hop Lyrics with Hierarchical Modeling and Conditional Templates. INLG (2019)
Enrique Manjavacas, Brian Long, Mike Kestemont
On the Feasibility of Automated Detection of Allusive Text Reuse. LaTeCH@NAACL-HLT (2019)
Mike Kestemont, Efstathios Stamatatos, Enrique Manjavacas, Walter Daelemans, Martin Potthast, Benno Stein
Overview of the Cross-domain Authorship Attribution Task at PAN 2019. CLEF (Working Notes) (2019)
Enrique Manjavacas, Brian Long, Mike Kestemont
On the Feasibility of Automated Detection of Allusive Text Reuse. CoRR (2019)
Walter Daelemans, Mike Kestemont, Enrique Manjavacas, Martin Potthast, Francisco M. Rangel Pardo, Paolo Rosso, Günther Specht, Efstathios Stamatatos, Benno Stein, Michael Tschuggnall, Matti Wiegmann, Eva Zangerle
Overview of PAN 2019: Bots and Gender Profiling, Celebrity Profiling, Cross-Domain Authorship Attribution and Style Change Detection. CLEF (2019)
Mike Kestemont, Michael Tschuggnall, Efstathios Stamatatos, Walter Daelemans, Günther Specht, Benno Stein, Martin Potthast
Overview of the Author Identification Task at PAN-2018: Cross-domain Authorship Attribution and Style Change Detection. CLEF (Working Notes) (2018)
Greta Franzini, Mike Kestemont, Gabriela Rotari, Melina Jander, Jeremi K. Ochab, Emily Franzini, Joanna Byszuk, Jan Rybicki
Attributing Authorship in the Noisy Digitized Correspondence of Jacob and Wilhelm Grimm. Frontiers Digit. Humanit. 5 (2018)
Efstathios Stamatatos, Francisco M. Rangel Pardo, Michael Tschuggnall, Benno Stein, Mike Kestemont, Paolo Rosso, Martin Potthast
Overview of PAN 2018 - Author Identification, Author Profiling, and Author Obfuscation. CLEF (2018)
Greta Franzini, Franz Fischer, Mike Kestemont
Digital Medievalist: A Web Community for Medievalists working with Digital Media. DHd (2018)
Marco Büchler, Greta Franzini, Mike Kestemont, Enrique Manjavacas
The re-creation of Harry Potter: Tracing style and content across novels, movie scripts and fanfiction. DH (2018)
Fotis Jannidis, Mike Kestemont
Embedded Humanities. DHd (2018)
Matthia Sabatelli, Mike Kestemont, Walter Daelemans, Pierre Geurts
Deep Transfer Learning for Art Classification Problems. ECCV Workshops (2) (2018)
Mike Kestemont, Els Stronks, Martine de Bruin, Tim de Winkel
Did a Poet with Donkey Ears Write the Oldest Anthem in the World? Ideological Implications of the Computational Attribution of the Dutch National Anthem to Petrus Dathenus. DH (2017)
Mike Kestemont, Jeroen De Gussem
Integrated Sequence Tagging for Medieval Latin Using Deep Representation Learning. J. Data Min. Digit. Humanit. 2017 (2017)
Enrique Manjavacas, Jeroen De Gussem, Walter Daelemans, Mike Kestemont
Assessing the Stylistic Properties of Neurally Generated Text in Authorship Attribution. CoRR (2017)
Joris van Zundert, Sally Chambers, Mike Kestemont, Marijn Koolen, Catherine Jones
DHBeNeLux: Incubator for Digital Humanities in Belgium, the Netherlands and Luxembourg. Digit. Humanit. Q. 11 (4) (2017)
Mike Kestemont, Dominique Stutzmann
Script Identification in Medieval Latin Manuscripts Using Convolutional Neural Networks. DH (2017)
Mike Kestemont, Guy De Pauw, Renske van Nie, Walter Daelemans
Lemmatization for variation-rich languages using deep learning. Digit. Scholarsh. Humanit. 32 (4) (2017)
Enrique Manjavacas, Folgert Karsdorp, Ben Burtenshaw, Mike Kestemont
Synthetic Literature: Writing Science Fiction in a Co-Creative Process. CC-NLG@INLG (2017)
Dirk Van Hulle, Mike Kestemont
Stylochronometry and the Periodization of Samuel Beckett's Prose. DH (2016)
Mike Kestemont, Justin Anthony Stover, Moshe Koppel, Folgert Karsdorp, Walter Daelemans
Authorship Verification with the Ruzicka Metric. DH (2016)
Mike Kestemont, Justin Anthony Stover, Moshe Koppel, Folgert Karsdorp, Walter Daelemans
Authenticating the writings of Julius Caesar. Expert Syst. Appl. 63 (2016)
Maciej Eder, Jan Rybicki, Mike Kestemont
Stylometry with R: A Package for Computational Text Analysis. R J. 8 (1) (2016)
Mike Kestemont, Jeroen De Gussem
Integrated Sequence Tagging for Medieval Latin Using Deep Representation Learning. CoRR (2016)
Justin Anthony Stover, Yaron Winter, Moshe Koppel, Mike Kestemont
Computational authorship verification method attributes a new work to a major 2nd century African author. J. Assoc. Inf. Sci. Technol. 67 (1) (2016)
Mike Kestemont, Sara Moens, Jeroen Deploige
Collaborative authorship in the twelfth century: A stylometric study of Hildegard of Bingen and Guibert of Gembloux. Digit. Scholarsh. Humanit. 30 (2) (2015)
Folgert Karsdorp, Mike Kestemont, Christof Schöch, Antal van den Bosch
The Love Equation: Computational Modeling of Romantic Relationships in French Classical Drama. CMN (2015)
Hugh Craig, Maciej Eder, Fotis Jannidis, Mike Kestemont, Jan Rybicki, Christof Schöch
Validating Computational Stylistics in Literary Interpretation. DH (2014)
Jan Rybicki, David L. Hoover, Mike Kestemont
Collaborative authorship: Conrad, Ford and Rolling Delta. Lit. Linguistic Comput. 29 (3) (2014)
Mike Kestemont
Macroanalysis. Digital Methods and Literary History. Matthew L. Jockers. Lit. Linguistic Comput. 29 (2) (2014)
Mike Kestemont, Folgert Karsdorp, Marten Düring
Mining the Twentieth Century's History from the Time Magazine Corpus. LaTeCH@EACL (2014)
Mike Kestemont
Function Words in Authorship Attribution. From Black Magic to Theory? CLfL@EACL (2014)
Joris van Zundert, Fotis Jannidis, Johanna Drucker, Geoffrey Rockwell, Ted Underwood, Mike Kestemont, Tara L. Andrews
What is Modeling and What is Not?. DH (2014)
Jan Rybicki, David L. Hoover, Mike Kestemont
Collaborative Authorship: Conrad, Ford and Rolling Delta. DH (2013)
Maciej Eder, Mike Kestemont, Jan Rybicki
Stylometry with R: a suite of tools. DH (2013)
Mike Kestemont, Sara Moens, Jeroen Deploige
Stylometry and the Complex Authorship in Hildegard of Bingen's Oeuvre. DH (2013)
Mike Kestemont, Claudia Peersman, Benny De Decker, Guy De Pauw, Kim Luyckx, Roser Morante, Frederik Vaassen, Janneke van de Loo, Walter Daelemans
The Netlog Corpus. A Resource for the Study of Flemish Dutch Internet Language. LREC (2012)
Mike Kestemont, Kim Luyckx, Walter Daelemans, Thomas Crombez
Evaluating Unmasking for Cross-Genre Authorship Verification. DH (2012)
Mike Kestemont, Walter Daelemans, Dominiek Sandra
Robust Rhymes? The Stability of Authorial Style in Medieval Narratives. J. Quant. Linguistics 19 (1) (2012)
Mike Kestemont, Kim Luyckx, Walter Daelemans
Intrinsic Plagiarism Detection Using Character Trigram Distance Scores - Notebook for PAN at CLEF 2011. CLEF (Notebook Papers/Labs/Workshop) (2011)
Karina van Dalen-Oskam, Jacob Thaisen, Mike Kestemont
Computational approaches to textual variation in medieval literature. DH (2010)
Mike Kestemont, Walter Daelemans, Guy De Pauw
Weigh your words - memory-based lemmatization for Middle Dutch. Lit. Linguistic Comput. 25 (3) (2010)