Memory-based Language Models: An Efficient, Explainable, and Eco-friendly Approach to Large Language Modeling.

Peter Berck

Antal van den Bosch Ainhoa Risco Patón Teun Buijse Peter Berck Maarten van Gompel Memory-based Language Models: An Efficient, Explainable, and Eco-friendly Approach to Large Language Modeling. 2025 October abs/2510.22317 CoRR https://doi.org/10.48550/arXiv.2510.22317 db/journals/corr/corr2510.html#abs-2510-22317 streams/journals/corr

Reza Khoshkangini Peyman Sheikholharam Mashhadi Peter Berck Saeed Gholami Shahbandi Sepideh Pashami Slawomir Nowaczyk Tobias Niklasson Early Prediction of Quality Issues in Automotive Modern Industry. 354 2020 11 Inf. 7 https://doi.org/10.3390/info11070354 db/journals/information/information11.html#KhoshkanginiMBS20

Parivash Pirasteh Slawomir Nowaczyk Sepideh Pashami Magnus Löwenadler Klas Thunberg Henrik Ydreskog Peter Berck Interactive feature extraction for diagnostic trouble codes in predictive maintenance: A case study from automotive domain. 4:1-4:10 2019 IDM@WSDM https://doi.org/10.1145/3304079.3310288 conf/wsdm/2019idm db/conf/wsdm/idm2019.html#PirastehNPLTYB19 Peter Berck Memory-Based Text Correction. 2017 Radboud University Nijmegen, Netherlands http://hdl.handle.net/2066/168708 https://repository.ubn.ru.nl/bitstream/handle/2066/168708/168708.pdf https://www.base-search.net/Record/1366ff4888302e6c4340e95f7919c5269503e0201f4075b0bbe245d4fd705629 base-search.net (ftunivnijmegen:oai:repository.ubn.ru.nl:2066/168708) Corien Bary Leopold Hess Kees Thijs Peter Berck Iris Hendrickx Annotating Speech, Attitude and Perception Reports. 46-56 2017 LAW@ACL https://doi.org/10.18653/v1/W17-0806 conf/acllaw/2017 db/conf/acllaw/law2017.html#BaryHTBH17 Corien Bary Peter Berck Iris Hendrickx A Memory-Based Lemmatizer for Ancient Greek. 91-95 2017 DATeCH https://doi.org/10.1145/3078081.3078100 conf/datech/2017 db/conf/datech/datech2017.html#BaryBH17 Antal van den Bosch Peter Berck Memory-based Grammatical Error Correction. 102-108 2013 CoNLL Shared Task https://aclanthology.org/W13-3614/ conf/conll/2013st db/conf/conll/conll2013st.html#BoschB13 Antal van den Bosch Peter Berck Memory-based text correction for preposition and determiner errors. 289-294 2012 BEA@NAACL-HLT https://aclanthology.org/W12-2034/ conf/bea/2012 db/conf/bea/bea2012.html#BoschB12

Antal van den Bosch Peter Berck Memory-Based Machine Translation and Language Modeling. 17-26 2009 91 Prague Bull. Math. Linguistics http://ufal.mff.cuni.cz/pbml/91/art-bosch.pdf db/journals/pbml/pbml91.html#BoschB09

Marc Kemps-Snijders Alexander Klassmann Claus Zinn Peter Berck Albert Russel Peter Wittenburg Exploring and Enriching a Language Resource Archive via the Web. 2008 LREC http://www.lrec-conf.org/proceedings/lrec2008/summaries/205.html conf/lrec/2008 db/conf/lrec/lrec2008.html#Kemps-SnijdersKZBRW08 Peter Berck Albert Russel ANNEX - a web-based Framework for Exploiting Annotated Media Resources. 1552-1555 2006 LREC http://www.lrec-conf.org/proceedings/lrec2006/summaries/139.html conf/lrec/2006 db/conf/lrec/lrec2006.html#BerckR06 Peter Berck Hans-Jörg Bibiko Marc Kemps-Snijders Albert Russel Peter Wittenburg Ontology-based Language Archive Utilization. 2295-2298 2006 LREC http://www.lrec-conf.org/proceedings/lrec2006/summaries/154.html conf/lrec/2006 db/conf/lrec/lrec2006.html#BerckBKRW06 Walter Daelemans Jakub Zavrel Peter Berck Steven Gillis MBT: A Memory-Based Part of Speech Tagger-Generator. 1996 VLC@COLING https://aclanthology.org/W96-0102/ conf/acl-vlc/1996 db/conf/acl-vlc/acl-vlc1996.html#DaelemansZBG96 Walter Daelemans Peter Berck Steven Gillis Unsupervised Discovery of Phonological Categories through Supervised Learning of Morphological Rules. 95-100 1996 conf/coling/1996 COLING https://aclanthology.org/C96-1018/ db/conf/coling/coling1996.html#DaelemansBG96

Walter Daelemans Jakub Zavrel Peter Berck Steven Gillis MBT: A Memory-Based Part of Speech Tagger-Generator http://arxiv.org/abs/cmp-lg/9607012 1996 CoRR cmp-lg/9607012 db/journals/corr/corr9607.html#cmp-lg-9607012

Walter Daelemans Peter Berck Steven Gillis Unsupervised Discovery of Phonological Categories through Supervised Learning of Morphological Rules http://arxiv.org/abs/cmp-lg/9607013 1996 CoRR cmp-lg/9607013 db/journals/corr/corr9607.html#cmp-lg-9607013

Corien Bary Hans-Jörg Bibiko Antal van den Bosch Teun Buijse Walter Daelemans Steven Gillis Maarten van Gompel Iris Hendrickx Leopold Hess Marc Kemps-Snijders Reza Khoshkangini Alexander Klassmann Magnus Löwenadler Tobias Niklasson Slawomir Nowaczyk Sepideh Pashami Ainhoa Risco Patón Parivash Pirasteh Albert Russel Saeed Gholami Shahbandi Peyman SheikholharamPeyman Sheikholharam Mashhadi Kees Thijs Klas Thunberg Peter Wittenburg Henrik Ydreskog Jakub Zavrel Claus Zinn