Researcher
Mike Kestemont
- Research interest:Machine learning, stylometry, distant reading, artificial intelligence, natural language processing, text classification, digital humanities, network analysis, deep learning, neural networks, sequence analysis, text generation, authorship attribution, computer vision, image analysis
- Keywords:DIGITAL HUMANITIES, MACHINE LEARNING, STYLOMETRY
- Disciplines:Machine learning and decision making, Natural language processing, Literatures in Dutch, Stylistics and textual analysis, Literary criticism
- Research techniques:Machine learning
- Users of research expertise:heritage instituttions
Affiliations
- Antwerp Centre for Digital humanities and literary Criticism (ACDC) (Research group)
Responsible
From1 Oct 2019 → Today - Antwerp Centre for Digital humanities and literary Criticism (ACDC) (Research group)
Member
From1 Oct 2008 → 30 Sep 2019 - Centre for Computational Linguistics and Psycholinguistics (CLiPS) (Research group)
Member
From1 Oct 2008 → Today
Projects
1 - 10 of 23 results
- Understanding ideological bias through data-driven methods: testing cognitive social learning processes through intersectional analysis of past data (c.1800-c.1940)From1 Jan 2021 → Today
- Silent voices: A Digital Study of the Herne Charterhouse as a Textual Community (ca. 1350-1400).From1 Jan 2020 → TodayFunding: FWO research project
- Digital Heritage for Smart Regions (Time Machine). Test-case: Herentals and the Kleine Nete.From1 Oct 2019 → TodayFunding: Provinces
- Big Data of the Past for the Future of Europe (Time Machine).From1 Mar 2019 → 29 Feb 2020Funding: H2020 - Future and Emerging Technologies (FET)
- CLARIAH-VL: Open Humanities Service Infrastructure.From1 Feb 2019 → 31 Jan 2021Funding: FWO International research infrastructure
- CATCH 2020: Computer-Assisted Transcription of Complex Handwriting.From1 May 2018 → 30 Apr 2021Funding: FWO Medium Size Research Infrastructure, Own budget, for example: patrimony, inscription fees, gifts
- Al stories: interactive narratives for hospitalised children.From1 Jan 2018 → TodayFunding: FWO Strategic Basic Research Grant
- Strengthening digital research at the UP system: digitization of rare periodicals and training in digital humanities.From1 Jan 2018 → TodayFunding: VLIR-UOS TEAM
- Artificial Hearing: Neural Networks and the Acoustic Identifiability of Children with Cochlear Implants.From1 Oct 2017 → TodayFunding: BOF - Doctoral projects
- The measure of Middle Dutch: rhythm and prosody reconstruction for Middle Dutch literature, a data-driven approachFrom1 Oct 2017 → 30 Sep 2019Funding: FWO fellowships
Publications
1 - 10 of 103 results
- A statistical foray into contextual aspects of intertextuality(2020)
Authors: Enrique Manjavacas, F. Karsdorp, Mike Kestemont
Pages: 77 - 96 - Transfer learning for digital heritage collections: comparing neural machine translation at the subword-level and character-level(2020)
Authors: Nicolae Banari, Karine Lasaracina, Walter Daelemans, Mike Kestemont
Pages: 522 - 529 - Overview of the Cross-Domain Authorship Verification Task at PAN 2020(2020)
Authors: Mike Kestemont, Enrique Manjavacas, Eline Schellens, Janek Bevendorff, Matti Wiegmann, Efstathios Stamatatos, Martin Potthast, Benno Stein
Pages: 1 - 14 - Estimating the loss of medieval literature with an unseen species model from ecodiversity(2020)
Authors: Mike Kestemont, F. Karsdorp
Pages: 44 - 55 - Shared Tasks on Authorship Analysis at PAN 2020(2020)
Authors: Janek Bevendorff, Bilal Ghanem, Anastasia Giachanou, Mike Kestemont, Enrique Manjavacas, Martin Potthast, Francisco Rangel, Paolo Rosso, Günther Specht, Efstathios Stamatatos, et al.
Pages: 508 - 516 - Detecting Direct Speech in Multilingual Collections of 19th-century Novels(2020)
Authors: Joanna Byszuk, Michal Woźniak, Mike Kestemont, Albert Leśniak, Wojciech Łukasik, Artjoms Šeļa, Maciej Eder
Pages: 100 - 104 - De maat van het Middelnederlands(2020)Edition: 99Volume: 99
Authors: Wouter Haverals, Mike Kestemont, Frank Willaert
Number of pages: 235 - Overview of PAN 2020: authorship verification, celebrity profiling, profiling fake news spreaders on Twitter, and style change detection(2020)
Authors: Janek Bevendorff, Bilal Ghanem, Anastasia Giachanou, Mike Kestemont, Enrique Manjavacas, Eline Schellens, Maximilian Mayerl, Martin Potthast, Francisco Rangel, Paolo Rosso, et al.
Pages: 1 - 11 - Classifying evolutionary forces in language change using neural networks(2020)
Authors: F. Karsdorp, Enrique Manjavacas, L. Fonteyn, Mike Kestemont
Pages: 1 - 16 - Het Atlantis van de Middelnederlandse ridderepiek. Een schatting van het tekstverlies met methodes uit de ecodiversiteit(2019)
Authors: Mike Kestemont, Folgert Karsdorp
Pages: 271 - 290