Contextual factors for finding similar experts

Author(s): Katja Hofmann, Krisztian Balog, Toine Bogers, and Maarten de Rijke
Reference: Journal for the American Society for Information Science and Technology (early view)
[doi]

Putting the t where it belongs: Solving a confusion problem in Dutch

Author(s): Herman Stehouwer and Antal van den Bosch
Reference: In S. Verberne, H. van Halteren, and P.-A. Coppen (Eds.), Computational Linguistics in the Netherlands 2007: Selected Papers from the 18th CLIN Meeting, January 22, 2009, Groningen, pp. 21-36.
[pdf]

Memory-based machine translation and language modeling

Author(s): Antal van den Bosch and Peter Berck
Reference: The Prague Bulletin of Mathematical Linguistics No. 91, pp. 17-26.
[pdf]

Using language modeling for spam detection in social reference manager websites

Author(s): Toine Bogers and Antal van den Bosch
Reference: In R. Aly, C. Hauff, I. den Hamer, D. Hiemstra, T. Huibers, and F. de Jong (Eds.), Proceedings of the 9th Belgian-Dutch Information Retrieval Workshop (DIR 2009), pp 87-94.
[pdf]

A semantic relatedness metric based on free link structure

Author(s): Sander Wubben and Antal van den Bosch
Reference: In H.C. Bunt, V. Petukhova, and S. Wubben (Eds.), Proceedings of the Eighth International Conference on Computational Semantics (IWCS-8), pp. 355-359.
[pdf]

Comparing alternative data-driven ontological vistas of natural history

Author(s): Marieke van Erp, Piroska Lendvai, and Antal van den Bosch
Reference: In H.C. Bunt, V. Petukhova, and S. Wubben (Eds.), Proceedings of the Eighth International Conference on Computational Semantics (IWCS-8), pp. 282-285.
[pdf]

Instance-driven discovery of ontological relation labels

Author(s): Marieke van Erp, Antal van den Bosch, Sander Wubben, and Steve Hunt
Reference: In Proceedings of the EACL 2009 Workshop on Language Technology and Resources for Cultural Heritage, Social Sciences, Humanities, and Education (LaTeCH-SHELT&R 2009), Athens, Greece, pp. 60-68.
[pdf]

Clustering and matching headlines for automatic paraphrase acquisition

Author(s): Sander Wubben, Antal van den Bosch, Emiel Krahmer, and Erwin Marsi
Reference: In Proceedings of the 12th European Workshop on Natural Language Generation (ENLG 2009), Athens, Greece, pp. 122-125.
[pdf]

Language models for contextual error detection and correction

Author(s): Herman Stehouwer and Menno van Zaanen
Reference: In Proceedings of the EACL 2009 Workshop on Computational Linguistic Aspects of Grammatical Inference, Athens, Greece, pp. 41-48.
[pdf]

Design and evaluation of a university-wide expert search engine

Author(s): Ruud Liebregts and Toine Bogers
Reference: In Proceedings of the 31st European Conference on Information Retrieval (ECIR 2009), vol. 5478 of Lecture Notes in Computer Science, Toulouse, France, pp. 587-594, Springer Verlag.
[pdf]

Making a clean sweep of cultural heritage

Author(s): Antal van den Bosch, Marieke van Erp, and Caroline Sporleder
Reference: IEEE Intelligent Systems, 34:2, pp. 54-63.
[pdf]

A constraint satisfaction approach to machine translation

Author(s): Sander Canisius and Antal van den Bosch
Reference: In H. Somers and L. Màrquez (Eds.), Proceedings of the 13th Annual Conference of the European Association for Machine Translation (EAMT-2009), pp. 182-189.
[pdf]

Joint memory-based learning of syntactic and semantic dependencies in multiple languages

Author(s): Roser Morante, Vincent Van Asch, and Antal van den Bosch
Reference: In Proceedings of the Thirteenth Conference on Computational Natural Language Learning (CoNLL): Shared Task, pp. 25-30. Stroudsburg, PA: Association for Computational Linguistics.
[pdf]

Digital discoveries in museums, libraries, and archives: Computer science meets cultural heritage

Author(s): Antal van den Bosch, Jaap van den Herik, and Paul Doorenbosch
Reference: Interdisciplinary Science Review, 34:2-3, pp. 129-138.
[pdf]

Weaving a new fabric of natural history

Author(s): Antal van den Bosch, Piroska Lendvai, Marieke van Erp, Steve Hunt, Marian van der Meij, and René Dekker
Reference: Interdisciplinary Science Review, 34:2-3, pp. 206-223.
[pdf]

Parallel identification of the spelling variants in corpora

Author(s): Martin Reynaert
References: In Proceedings of The Third Workshop on Analytics for Noisy Unstructured Text Data 2009 (AND-2009), Barcelona, Spain, pp. 77--84.
[pdf]

Dependency parsing and semantic role labeling as a single task

Author(s): Roser Morante, Vincent Van Asch, and Antal van den Bosch
Reference: In Proceedings of the 7th International Conference on Recent Advances in Natural Language Processing (RANLP-2009), pp 275-280.
[pdf]

Extending memory-based machine translation to phrases

Author(s): Maarten van Gompel, Antal van den Bosch, and Peter Berck
Reference: In M. Forcada and A. Way (Eds.), Proceedings of the Third Workshop on Example-Based Machine Translation, Dublin, Ireland, 2009, pp. 79-86.
[pdf]

Dependency relations as source context in phrase-based SMT

Author(s): Rejwanul Haque, Sudip Kumar Naskar, Antal van den Bosch, and Andy Way
Reference: In Proceedings of PACLIC 23: the 23rd Pacific Asia Conference on Language, Information and Computation, Hong Kong, China, pp.170-179.
[pdf]

Token merging in language model-based confusible disambiguation

Author(s): Herman Stehouwer and Menno van Zaanen
Reference: In T. Calders, K. Tuyls, and M. Pechinizkiy (Eds.), Proceedings of the 21st Benelux Conference on Artificial Intelligence (BNAIC-2009), pp. 241-248.
[pdf]

Collaborative and content-based filtering for item recommendation on social bookmarking websites

Author(s): Toine Bogers and Antal van den Bosch
Reference: In D. Jannach, W. Geyer, J. Freyne, S. S. Anand, C. Dugan, B. Mobasher, and A. Kobsa (Eds.), Proceedings of the ACM RecSys '09 workshop on Recommender Systems and the Social Web, pp. 9-16, October 2009.
[pdf]

Feature construction for memory-based semantic role labeling of Catalan and Spanish

Author(s): Roser Morante and Antal van den Bosch
Reference: In N. Nicolov, G. Angelova, and R. Mitkov (Eds.), Recent Advances in Natural Language Processing V, Current Issues in Linguistic Theory 309, pp. 131-142. Amsterdam, the Netherlands: John Benjamins.
[publisher's webpage]

Analysis of joint inference strategies for the semantic role labeling of Spanish and Catalan

Author(s): Mihai Surdeanu, Roser Morante, and Lluís Màrquez
Reference: In A. Gelbukh (Ed.), Proceedings of the Computational Linguistics and Intelligent Text Processing 9th International Conference, CICLing 2008. Lecture Notes in Computer Science Vol. 4919/2008, Berlin / Heidelberg: Springer, pp. 206-218.
[pdf]

Alignment-based expansion of textual database fields

Author(s): Piroska Lendvai
Reference: In A. Gelbukh (Ed.), Proceedings of the Computational Linguistics and Intelligent Text Processing 9th International Conference, CICLing 2008. Lecture Notes in Computer Science Vol. 4919/2008, Berlin / Heidelberg: Springer, pp. 522-531.
[pdf, first page]

Non-interactive OCR post-correction for giga-scale digitization projects

Author(s): Martin Reynaert
Reference: In A. Gelbukh (Ed.), Proceedings of the Computational Linguistics and Intelligent Text Processing 9th International Conference, CICLing 2008. Lecture Notes in Computer Science Vol. 4919/2008, Berlin / Heidelberg: Springer, pp. 617-630.
[pdf, first page - corrected, post-publication version]

A modular approach to learning Dutch co-reference

Author(s): Véronique Hoste and Antal van den Bosch
Reference: In C. Johansson (Ed.), Proceedings from the First Bergen Workshop on Anaphora Resolution (WAR I), Bergen, Norway, pp. 51-75.
[pdf]

Using citation analysis for expert retrieval in workgroups

Author(s): Toine Bogers, Klaas Kox, and Antal van den Bosch
Reference: In E. Hoenkamp, M. de Cock, and V. Hoste (Eds.), Proceedings of the 8th Belgian-Dutch Information Retrieval Workshop (DIR 2008), pp 21-28. Maastricht, April 2008.
[pdf]

Experiments with an ensemble of Spanish dependency parsers

Author(s): Roser Morante
Reference: Procesamiento del Lenguaje Natural, Revista no. 40, pp. 59-66.
[pdf]

Semantic role labeling tools trained on the Cast3LB-CoNNL-SemRol Corpus

Author(s): Roser Morante
Reference: In Proceedings of the Sixth International Language Resources and Evaluation (LREC'08). Marrakech, Morocco, 2008.
[pdf]

From D-Coi to SoNaR: A reference corpus for Dutch

Author(s): Nelleke Oostdijk, Martin Reynaert, Paola Monachesi, Gertjan Van Noord, Roeland Ordelman, Ineke Schuurman and Vincent Vandeghinste
Reference: In Proceedings of the Sixth International Language Resources and Evaluation (LREC'08). Marrakech, Morocco, 2008.
[pdf]

All, and only, the errors: More complete and consistent spelling and OCR-error correction evaluation

Author(s): Martin Reynaert
Reference: In Proceedings of the Sixth International Language Resources and Evaluation (LREC'08). Marrakech,Morocco, 2008.
[pdf]

From field notes towards a knowledge base

Author(s): Piroska Lendvai and Steve Hunt
Reference: In Proceedings of the Sixth International Language Resources and Evaluation (LREC'08). Marrakech,Morocco, 2008.
[pdf]

A Personalized Recommender System for Writing in the Internet Age

Author(s): Mari Carmen Puerta Melguizo, Olga Munoz Ramos, Lou Boves, Toine Bogers, and Antal van den Bosch
Reference: In Proceedings of the LREC 2008 Workshop on Natural Language Processing Resources, Algorithms, and Tools for Authoring Aid. Marrakech, Morocco, 2008.

Integrating Contextual Factors into Topic-Centric Retrieval Methods for Finding Similar Experts

Author(s): Katja Hofmann, Krisztian Balog, Toine Bogers, and Maarten de Rijke
Reference: In Proceedings of the SIGIR 2008 Workshop on Future Challenges in Expert Retrieval, pp 29-36. Singapore, Singapore, July 2008.
[pdf]

Efficient Context-Sensitive Word Completion for Mobile Devices

Author(s): Antal van den Bosch and Toine Bogers
Reference: In MobileHCI 2008: Proceedings of the 10th International Conference on Human-Computer Interaction with Mobile Devices and Services, IOP-MMI special track, pp 465-470. Amsterdam, The Netherlands, September 2008.
[pdf]

Using Language Models for Spam Detection in Social Bookmarking

Author(s): Toine Bogers and Antal van den Bosch
Reference: In Proceedings of 2008 ECML/PKDD Discovery Challenge Workshop, pp 1-12. Antwerp, Belgium, September 2008.
[pdf]

Recommending Scientific Articles using CiteULike

Author(s): Toine Bogers and Antal van den Bosch
Reference: In RecSys '08: Proceedings of the 2008 ACM Conference on Recommender Systems, pp 287-290, ACM Press, October 2008.
[pdf]

Learning the Scope of Negation in Biomedical Texts

Author(s): Roser Morante, Anthony Liekens, and Walter Daelemans
Reference: In Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, pp. 715-724.
[pdf]

Preparing archeological reports for intelligent retrieval

Author(s): Hans Paijmans and Sander Wubben
Reference: In Posluschny, K. Lambers, & I. Herzog (Eds.) Layers of Perception. Proceedings of the 35th International Conference on Computer Applications and Quantitative Methods in Archaology, Bonn: Dr. Rudolf Habelt GmbH.
[pdf]

A memory-based classification approach to marker-based EBMT

Author(s): Antal van den Bosch, Nicolas Stroppa, and Andy Way
Reference: In F. Van Eynde, V. Vandeghinste, and I. Schuurman (Eds.), Proceedings of the METIS-II Workshop on New Approaches to Machine Translation, 63-72. January 11, 2007, Leuven, Belgium.
[pdf]

Memory Based Learning and the interpretation of Numbers in archaeological Reports

Author(s): Hans Paijmans and Sander Wubben
Reference: In M.F. Moens, T. Tuytelaars, & A.P. de Vries (Eds.), Proceedings of the 7th Dutch Belgian Information Retrieval Workshop (DIR2007), pp. 51-56, Leuven, Belgium
[pdf]

Learning to segment and label semi-structured documents with little or no supervision

Author(s): Sander Canisius and Caroline Sporleder
Reference: In P. Adriaans, M. van Someren, and S. Katrenko (Eds.), Proceedings of the 18th BENELEARN Conference. May 14, 2007, Amsterdam, The Netherlands.
[pdf]

Superlinear parallelisation of the k-nearest neighbor classifier

Author(s): Antal van den Bosch and Ko van der Sloot
Reference: In P. Adriaans, M. van Someren, and S. Katrenko (Eds.), Proceedings of the 18th BENELEARN Conference. May 14, 2007, Amsterdam, The Netherlands.
[pdf]

Automatic techniques for generating and correcting cultural heritage collection metadata

Author(s): Antal van den Bosch, Caroline Sporleder, Marieke van Erp, and Steve Hunt
Reference: In Proceedings of Digital Humanities 2007, the 19th Joint International Conference of the Association for Computers and the Humanities and the Association for Literary and Linguistic Computing, University of Illinois at Urbana-Champaign, Illinois, US, pp. 223-224.
[online abstract]

Retrieving lost information from textual databases: Rediscovering expeditions from an animal specimen database

Author(s): Marieke van Erp
Reference: In Proceedings of the Workshop on Language Technology for Cultural Heritage Data (LaTeCH 2007), Prague, Czech Republic, pp. 17-24.
[pdf, bib]

Bootstrapping information extraction from field books

Author(s): Sander Canisius and Caroline Sporleder
Reference: In Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), Prague, Czech Republic, pp. 827-836.
[pdf, bib]

A constraint satisfaction approach to dependency parsing

Author(s): Sander Canisius and Erik Tjong Kim Sang
Reference: In Proceedings of the CoNLL Shared Task Session of EMNLP-CoNLL 2007, Prague, Czech Republic, pp. 1124-1128.
[pdf, bib]

ILK: Machine learning of semantic relations with shallow features and almost no data

Author(s): Iris Hendrickx, Roser Morante, Caroline Sporleder, and Antal van den Bosch
Reference: In Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007), Prague, Czech Republic, pp. 187-190.
[pdf, bib]

ILK2: Semantic role labeling of Catalan and Spanish using TiMBL

Author(s): Roser Morante and Bertjan Busser
Reference: In Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007), Prague, Czech Republic, pp. 183-186.
[pdf, bib]

What a proactive recommendation system needs: Relevance, non-intrusiveness, and a new long-term memory

Author(s): Mari-Carmen Puerta Melguizo, Toine Bogers, Anita Deshpande, Lou Boves, and Antal van den Bosch
Reference: In Proceedings of the 9th International Conference on Enterprise Information Systems (ICEIS 2007), Funchal, Madeira.
[pdf]

Broad expertise retrieval for sparse data environments

Author(s): Krisztian Balog, Toine Bogers, Leif Azzopardi, Maarten de Rijke, and Antal van den Bosch
Reference: In SIGIR'07: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, the Netherlands, pp. 551-558.
[pdf]

Token-based chunking of turn-internal dialogue act sequences

Author(s): Piroska Lendvai and Jeroen Geertzen
Reference: In Proceedings of the 8th SIGdial Workshop on Discourse and Dialogue, Antwerp, Belgium, pp. 174-181.
[pdf]

Memory-based semantic role labeling of Catalan and Spanish

Author(s): Roser Morante and Antal van den Bosch
Reference: In Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP-2007), Borovets, Bulgaria, pp. 388-394.
[pdf]

Recompiling a knowledge-based dependency parser into memory

Author(s): Sander Canisius and Antal van den Bosch
Reference: In Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP-2007), Borovets, Bulgaria, pp. 104-108.
[pdf]

Arabic computational morphology: Knowledge-based and empirical methods

Author(s): Abdelhadi Soudi, Antal van den Bosch, and Günter Neumann (editors)
Reference: Berlin: Springer. 308 p. ISBN 978-1-4020-6045-8
[publisher webpage]

Memory-based morphological analysis and part-of-speech tagging of Arabic

Author(s): Antal van den Bosch, Erwin Marsi, and Abdelhadi Soudi
Reference: In Soudi, A., Van den Bosch, A., and Neumann, G. (Eds), Arabic computational morphology: Knowledge-based and empirical methods, Chapter 11, pp. 203-219. Berlin: Springer.
[pdf of preprint]

Comparing and evaluating information retrieval algorithms for news recommendation

Author(s): Toine Bogers and Antal van den Bosch
Reference: In Proceedings of the 2007 ACM Conference on Recommender Systems, Minneapolis, MN, pp. 141-144, ACM Press
[pdf]

Open Boek: A system for the extraction of numeric data from archeological reports

Author(s): Hans Paijmans and Sander Wubben
Reference: In Proceedings of the UK e-Science 2007 All Hands Meeting, Nottingham, UK
[pdf]

Superlinear parallelization of k-nearest neighbor retrieval

Author(s): Antal van den Bosch and Ko van der Sloot
Reference: In M. Dastani and E. de Jong (Eds.), Proceedings of the 19th Belgian-Dutch Artificial Intelligence Conference (BNAIC-2007), Utrecht, The Netherlands, pp. 65-72.
[pdf]

Exploiting source similarity for SMT using context-informed features

Author(s): Nicolas Stroppa, Antal van den Bosch, and Andy Way
Reference: In A. Way and B. Gawronska (Eds.), Proceedings of the 11th International Conference on Theoretical Issues in Machine Translation (TMI 2007), Skövde, Sweden, pp. 231-240.
[pdf]

A pilot study for semantic role labeling in a Dutch corpus

Author(s): Gerwert Stevens, Paola Monachesi, and Antal van den Bosch
Reference: In P. Dirix, I. Schuurman, V. Vandeghinste, and F. Van Eynde (Eds.), Computational Linguistics in the Netherlands: Selected Papers from the Seventeenth CLIN Meeting, Leuven, Belgium, pp. 99-114.
[preprint pdf]

An efficient memory-based morpho-syntactic tagger and parser for Dutch

Author(s): Antal van den Bosch, Bertjan Busser, Sander Canisius, and Walter Daelemans
Reference: In P. Dirix, I. Schuurman, V. Vandeghinste, and F. Van Eynde (Eds.), Computational Linguistics in the Netherlands: Selected Papers from the Seventeenth CLIN Meeting, Leuven, Belgium, pp. 99-114.
[preprint pdf]

Dat gebeurd mei niet: Computationele modellen voor verwarbare homofonen

Author(s): Walter Daelemans and Antal van den Bosch
Reference: In: Dominiek Sandra, Rita Rymenans, Pol Cuvelier, & Peter van Petegem (Eds), Tussen taal, spelling en onderwijs: Essays bij het emeritaat van Frans Daems. Gent: Academia Press, pp. 199-210, 2007
[pdf]

Authoritative re-ranking in fusing authorship-based subcollection search results

Author(s): Toine Bogers and Antal van den Bosch
Reference: In F. de Jong and W. Kraaij (Eds.), Proceedings of the Sixth Belgian-Dutch Information Retrieval Workshop, DIR-2006, pp 49-55. Enschede: Neslia Paniculata.
[pdf]

Constraint satisfaction inference: Non-probabilistic global inference for sequence labelling

Author(s): Sander Canisius, Antal van den Bosch, and Walter Daelemans
Reference: In Proceedings of the EACL 2006 Workshop on Learning Structured Information in Natural Language Applications, Trento, April 2006.
[pdf]

Spotting the 'odd-one-out': Data-driven error detection and correction in textual databases

Author(s): Caroline Sporleder, Marieke van Erp, Tijn Porcelijn, and Antal van den Bosch
Reference: In Proceedings of the EACL 2006 Workshop on Adaptive Text Extraction and Mining (ATEM-06), Trento, Italy, 2006.
[pdf]

Correcting 'wrong-column' errors in text databases

Author(s): Caroline Sporleder, Marieke van Erp, Tijn Porcelijn, and Antal van den Bosch
Reference: In Proceedings of the Annual Machine Learning Conference of Belgium and The Netherlands (Benelearn-06), pp. 49-56, Ghent, Belgium, 2006.
[pdf]

Authoritative re-ranking of search results

Author(s): Toine Bogers and Antal van den Bosch
Reference: In Proceedings of the 28th European Conference on Information Retrieval (ECIR 2006), vol. 3936 of Lecture Notes in Computer Science, pp. 519-522. Springer Verlag, April 2006.
[pdf]

Identifying named entities in text databases from the natural history domain

Author(s): Caroline Sporleder, Marieke van Erp, Tijn Porcelijn, Antal van den Bosch, and Pim Arntzen
Reference: In Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC-06), Genoa, Italy, 2006.
[pdf]

Transferring PoS-tagging and lemmatization tools from spoken to written Dutch corpus development

Author(s): Antal van den Bosch, Ineke Schuurman, and Vincent Vandeghinste
Reference: In Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC-06), Genoa, Italy, 2006.
[pdf]

Corpus-induced corpus cleanup

Author(s): Martin Reynaert
Reference: In Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC-06), Genoa, Italy, 2006.
[pdf; slides (containing more results)]

Dependency parsing by inference over high-recall dependency predictions

Author(s): Sander Canisius, Toine Bogers, Antal van den Bosch, Jeroen Geertzen, and Erik Tjong Kim Sang
Reference: In Proceedings of the Tenth Conference on Computational Natural Language Learning, CoNLL-X, June 2006, New York City, NY.
[pdf]

Improved morpho-phonological sequence processing with constraint satisfaction inference

Author(s): Antal van den Bosch and Sander Canisius
Reference: In Proceedings of the Eighth Meeting of the ACL Special Interest Group in Computational Phonology, SIGPHON '06, June 2006, New York City, NY.
[pdf]

All-word prediction as the ultimate confusible disambiguation

Author(s): Antal van den Bosch
Reference: In Proceedings of the HLT-NAACL Workshop on Computationally hard problems and joint inference in speech and language processing, June 2006, New York City, NY.
[pdf]

Broad Coverage Paragraph Segmentation across Languages and Domains

Author(s): Caroline Sporleder and Mirella Lapata
Reference: ACM Transactions in Speech and Language Processing, 3:2, 1-35, July 2006.
[pdf]

A rule-based approach for process discovery: Dealing with noise and imbalance in process logs

Author(s): Laura Maruster, Ton Weijters, Wil van der Aalst, and Antal van den Bosch
Reference: Data Mining and Knowledge Discovery, 13, pp. 67-87, 2006.
[preprint pdf]

Spelling space: A computational test bed for phonological and morphological changes in Dutch spelling

Author(s): Antal van den Bosch
Reference: Written Language and Literacy, 9:1, pp. 25-44, 2006.
[prefinal version pdf]

Bootstrapping multilingual geographical gazetteers from corpora

Author(s): Marieke van Erp
Reference: In J. Huitink & S. Katrenko (Eds.), Proceedings of the 11th ESSLLI Student Session, Malaga, Spain, 31 July - 11 August 2006, pp. 192-202.
[pdf]

Discrete versus probabilistic sequence classifiers for domain-specific entity chunking

Author(s): Sander Canisius, Antal van den Bosch, and Walter Daelemans
Reference: In P.-Y. Schobbens, W. Vanhoof, and G. Schwanen (Eds.), Proceedings of the Eighteenth Belgian-Dutch Conference on Artificial Intelligence, BNAIC-2006, Namur, Belgium, pp. 75-82.
[pdf]

Expertise classification: Collaborative classification vs. automatic extraction

Author(s): Toine Bogers, Willem Thoonen, and Antal van den Bosch
Reference: In Proceedings of the 17th Annual ASIS&T SIG/CR workshop on Social Classification, Austin, TX.
[pdf]

Memory-based language processing

Author(s): Walter Daelemans and Antal van den Bosch
Reference: Cambridge, UK: Cambridge University Press
[book website]

Local classification and global estimation: Explorations of the k-nearest neighbor algorithm

Author(s): Iris Hendrickx
Reference: Ph.D. Thesis, Tilburg University, November 2005
[pdf]

Improving sequence segmentation learning by predicting trigrams

Author(s): Antal van den Bosch and Walter Daelemans
Reference: In Proceedings of the Ninth Conference on Natural Language Learning, CoNLL-2005, June 29-30, 2005, Ann Arbor, MI, pp. 80-87.
[pdf]

Applying spelling error correction techniques for improving semantic role labelling

Author(s): Erik Tjong Kim Sang, Sander Canisius, Antal van den Bosch, and Toine Bogers
Reference: In Proceedings of the Ninth Conference on Natural Language Learning, CoNLL-2005, June 29-30, 2005, Ann Arbor, MI.
[pdf]

Memory-based morphological analysis generation and part-of-speech tagging of Arabic

Author(s): Erwin Marsi, Antal van den Bosch, and Abdelhadi Soudi
Reference: In Proceedings of the ACL Workshop on Computational Approaches to Semitic Languages, June 29, 2005, Ann Arbor, MI.
[pdf]

Robust ASR lattice representation types in pragma-semantic processing of spoken input

Author(s): Piroska Lendvai and Antal van den Bosch
Reference: In Proceedings of the AAAI Spoken Language Understanding Workshop, SLU-2005, July 9, 2005, Pittsburgh, PA.
[pdf]

Rule meta-learning for trigram-based sequence processing

Author(s): Sander Canisius, Antal van den Bosch, and Walter Daelemans
Reference: In J. Cussens and C. Nedellec (Eds.), Proceedings of the Fourth Learning Language in Logic Workshop, pp. 3-10, Bonn, August 2005.
[pdf]

Memory-based understanding of user utterances in a spoken dialogue system: Effects of feature selection and co-learning

Author(s): Antal van den Bosch
Reference: In Workshop Proceedings of the 6th International Conference on Case-Based Reasoning, Chicago, August 2005, pp. 85-94.
[pdf]

Designing an active learning based system for corpus annotation

Author(s): Bertjan Busser and Roser Morante
Reference: In Proceedings of the XXI Congresso de la Sociedad Espanola para el Procesamiento del Lenguaje Natural, SEPLN-2005, Granada, Spain, pp. 375-381.
[pdf]

Discourse chunking and its application to sentence compression

Author(s): Caroline Sporleder and Mirella Lapata
Reference: In Proceedings of the 2005 Human Language Technology Conference and the Conference on Empirical Methods in Natural Language Processing, HLT/EMNLP-05), Vancouver, Canada.
[pdf]

Exploiting linguistic cues to classify rhetorical relations

Author(s): Caroline Sporleder and Alex Lascarides
Reference: In Proceedings of Recent Advances in Natural Language Processing (RANLP-05), pp. 532-539, Borovets, Bulgaria
[pdf]

Hybrid algorithms for instance-based classification

Author(s): Iris Hendrickx and Antal van den Bosch
Reference: In J. Gama, R. Camacho, P. Brazdil, A. Jorge, and L. Torgo (Eds.), Machine Learning: ECML 2005: 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005. Lecture Notes in Computer Science 3720. Berlin: Springer Verlag, pp. 158-169.
[pdf]

Taxonómia felismerése dokumentumszerkezetbõl

Author(s): Piroska Lendvai
Reference: In: Proceedings of Computational Linguistics in Hungary Conference (Magyar Szamítógépes Nyelvészeti Konferencia, MSZNY-2005), Szeged, Hungary, 2005. pp. 88-95.
[pdf]

Conceptual taxonomy identification in medical documents

Author(s): Piroska Lendvai
Reference: In: Proceedings of The Second International Workshop on Knowledge Discovery and Ontologies (KDO-2005), held within ECML/PKDD, Porto, Portugal, 2005. pp. 31-38.
[pdf]

Scalable classification-based word prediction and confusible correction

Author(s): Antal van den Bosch
Reference: Traitement Automatique des Langues, 46:2, pp. 39-63.
[preprint pdf]

Using rule-induction techniques to model pronunciation variation in Dutch

Author(s): Veronique Hoste, Walter Daelemans and Steven Gillis
Reference: Computer Speech and Language 18:1, pp. 1-24.
[pdf]

Memory-based semantic role labeling: Optimizing features, algorithm, and output

Author(s): Antal van den Bosch, Sander Canisius, Walter Daelemans, Iris Hendrickx and Erik Tjong Kim Sang
Reference: In H.T. Ng and E. Riloff (Eds.), Proceedings of the Eighth Conference on Computational Natural Language Learning (CoNLL-2004), Boston, MA, USA.
[pdf]

Optionality in evaluating prosody prediction

Author(s): Erwin Marsi
Reference: In Proceedings of 5th ISCA Speech Synthesis Research Workshop, Pittsburgh, USA, 2004.
[pdf]

GAMBL, genetic algorithm optimization of memory-based WSD

Author(s): Bart Decadt, Veronique Hoste, Walter Daelemans, and Antal van den Bosch
Reference: In: R. Mihalcea and P. Edmonds (eds.), Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text (Senseval-3), Barcelona, Spain, July 2004, pages 108-112.
[pdf]

Text induced spelling correction

Author(s): Martin Reynaert
Reference: In: Proceedings of the 20th International Conference on Computational Linguistics (COLING 2004), August 2004, Geneva, Switzerland.
[pdf]

Multilingual text induced spelling correction

Author(s): Martin Reynaert
Reference: In: Proceedings of the COLING 2004 Workshop on Multilingual Linguistic Resources, August 2004, Geneva, Switzerland.
[pdf]

Feature transformation through rule induction: a case study with the k-NN classifier

Author(s): Antal van den Bosch
Reference: In J. Fürnkrantz (Ed.), Proceedings of the ECML/PKDD 2004 Workshop on Advances in Inductive Rule Learning, Pisa, Italy, September 2004, pp. 1-16.
[pdf]

Memory-based robust interpretation of recognised speech

Author(s): Piroska Lendvai, Antal van den Bosch, Emiel Krahmer, and Sander Canisius
Reference: In Proceedings of the 9th International Conference on "Speech and Computer", SPECOM'04, St. Petersburg, Russia, pp. 415-422.
[pdf]

Maximum-entropy parameter estimation for the k-NN modified value-difference kernel

Author(s): Iris Hendrickx and Antal van den Bosch
Reference: In R. Verbrugge, N. Taatgen, and L. Schomaker (Eds.), Proceedings of the 16th Belgian-Dutch Conference on Artificial Intelligence, Groningen, The Netherlands, pp.
[pdf]

Wrapped progressive sampling search for optimizing learning algorithm parameters

Author(s): Antal van den Bosch
Reference: In R. Verbrugge, N. Taatgen, and L. Schomaker (Eds.), Proceedings of the 16th Belgian-Dutch Conference on Artificial Intelligence, Groningen, The Netherlands, pp.
[pdf]

FINT: Find Images aNd Text

Author(s): Menno van Zaanen and Guido de Croon
Reference: Working Notes of the Workshop of the Cross-Language Evaluation Forum, Bath, UK
[pdf]

Learning compound boundaries for Afrikaans spelling checking

Author(s): Gerhard van Huyssteen and Menno van Zaanen
Reference: In Proceedings of the Workshop on International Proofing Tools and Language Technologies, Patras, Greece, July 2004.
[pdf]

A multilingual parallel parsed corpus as gold standard for grammatical inference evaluation

Author(s): Menno van Zaanen, Andrew Roberts, and Eric Atwell
Reference: In Proceedings of The Amazing Utility of Parallel and Comparable Corpora Workshop, held at the 4th International Conference on Language Resources and Evaluation, Lisbon, Portugal, May 2004.
[pdf]

Introduction to the special issue on grammar induction

Author(s): Pieter Adriaans, Henning Fernau, Colin de la Higuera, and Menno van Zaanen
Reference: Grammars: Journal of Mathematical Research on Formal and Natural Languages. Special issue on Grammar induction. 2004.
[pdf]

Automatic sentence simplification for subtitling in Dutch and English

Author(s): Walter Daelemans, Anja Höthker, and Erik Tjong Kim Sang
Reference: In: M.T. Lino e.a. (eds.), Proceedings of the 4th International Conference on Language Resources and Evaluation, pages 1045-1048, 2004.
[pdf]

Verb classification: Machine learning experiments in classifying verbs into semantic classes

Author(s): Bart Decadt and Walter Daelemans
Reference: In L. Guthrie e.a. (eds.), Proceedings of the LREC 2004 Workshop "Beyond Named Entity Recognition - Semantic Labelling for NLP Tasks", pages 25-30.
[pdf]

Evaluation and adaptation of the Celex Dutch morphological database

Author(s): Tom Laureys, Guy De Pauw, Hugo Van Hamme, Walter Daelemans, and Dirk Van Compernolle
Reference: In: M.T. Lino e.a. (Eds.), Proceedings of the 4th International Conference on Language Resources and Evaluation, pages 1247-1250, 2004.
[pdf]

Multimodal multilingual resources in the subtitling process

Author(s): Stelios Piperidis, Iason Demiros, Prokopis Prokopidis, Peter Vanroose, Anja Höthker, Walter Daelemans, Elsa Sklavounou, Manos Konstantinou, and Yannis Karavidas
Reference: In: M.T. Lino e.a. (Eds.), Proceedings of the 4th International Language Resources and Evaluation Conference (LREC 2004), Lisbon.
[pdf]

Unsupervised text mining for ontology extraction: An evaluation of statistical measures

Author(s): Marie-Laure Reinberger and Walter Daelemans
Reference: In M.T. Lino e.a. (Eds.), Proceeding of the 4th International Language Resources and Evaluation Conference (LREC 2004), May 2004, Lisbon, pp. 491-494.
[pdf]

Using a parallel transcript/subtitle corpus for sentence compression

Author(s): Vincent Vandeghinste and Erik Tjong Kim Sang
Reference: In: M.T. Lino e.a. (eds.), Proceedings of the 4th International Conference on Language Resources and Evaluation, pages 231-234, 2004.
[pdf]

A memory-based shallow parser for spoken Dutch

Author(s): Sander Canisius and Antal van den Bosch
Reference: In B. Decadt, G. De Pauw, and V. Hoste (Eds.), Selected papers from the Thirteenth Computational Linguistics in the Netherlands Meeting, Antwerp, Belgium, pp. 31-45.
[pdf]

Learning PP attachment for filtering prosodic phrasing

Author(s): Olga van Herwijnen, Antal van den Bosch, Jacques Terken, and Erwin Marsi
Reference: In Proceedings of EACL-03, Budapest, pp. 139-146.
[pdf]

Learning to identify fragmented words in spoken discourse

Author(s): Piroska Lendvai
Reference: In: Proceedings of EACL-03 Student Research Workshop, Budapest, 2003, pp. 25-32.
[pdf]

Machine learning for shallow interpretation of user utterances in spoken dialogue systems

Author(s): Piroska Lendvai, Antal van den Bosch and Emiel Krahmer
Reference: In: Proceedings of the EACL-03 Workshop on Dialogue Systems: Interaction, Adaptation and Styles of Management. Budapest, 2003. pages 69-78.
[pdf] - note: corrected version!

Introduction to the CoNLL-2003 shared task: Language-independent named entity recognition

Author(s): Erik F. Tjong Kim Sang and Fien De Meulder
Reference: In: Proceedings of CoNLL-2003, Edmonton, Canada, 2003, pp. 142-147.
[pdf]

Memory-based one-step named-entity recognition: Effects of seed list features, classifier stacking, and unannotated data

Author(s): Iris Hendrickx and Antal van den Bosch
Reference: In: Proceedings of CoNLL-2003, the Seventh Conference on Natural Language Learning, Edmonton, Canada, 2003, pp. 176-179.
[pdf]

Memory-based named entity recognition using unannotated data

Author(s): Fien De Meulder and Walter Daelemans
Reference: In: Proceedings of CoNLL-2003, the Seventh Conference on Natural Language Learning, Edmonton, Canada, 2003, pp. 208-211.
[pdf]

Learning to predict pitch accents and prosodic boundaries in Dutch

Author(s): Erwin Marsi, Martin Reynaert, Antal van den Bosch, Walter Daelemans, Véronique Hoste
Reference: In: Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, Sapporo, Japan, 2003, pp.489-496.
[pdf]

Process discovery for evaluating dialogue strategies

Author(s): Piroska Lendvai and Laura Maruster
Reference: In: Proceedings of the ISCA Workshop on Error Handling in Spoken Dialogue Systems. Chateau d'Oex-Vaud, Switzerland, 2003. pages 119-122.
[pdf]

Memory-based disfluency chunking

Author(s): Piroska Lendvai, Antal van den Bosch, and Emiel Krahmer
Reference: In: Proceedings of DISS'03, Disfluency in Spontaneous Speech Workshop, Göteborg University, Sweden, 2003. pp. 63-66.
[pdf]

A machine learning approach to understand business processes

Author(s): Laura Maruster
Reference: Ph.D. Thesis, Eindhoven Technical University. Promotors: Prof. dr. ir. J.C. Wortmann, prof. dr. W.M.P. Daelemans. August 27, 2003.

Feature-rich memory-based classification for shallow NLP and information extraction

Author(s): Jakub Zavrel and Walter Daelemans
Reference: In Jurgen Franke, Gholamreza Nakhaeizadeh and Ingrid Renz (Eds.), Text Mining, Theoretical Aspects and Applications, Springer Physica-Verlag, pp. 33-54
[pdf]

Combined optimization of feature selection and algorithm parameter interaction in machine learning of language

Author(s): Walter Daelemans, Véronique Hoste, Fien De Meulder and Bart Naudts
Reference: Proceedings of the 14th European Conference on Machine Learning (ECML-2003), Lecture Notes in Computer Science 2837, Springer-Verlag, Cavtat-Dubrovnik, Croatia, pp. 84-95
[pdf]

Information extraction via double classification

Author(s): An De Sitter and Walter Daelemans
Reference: In: Proceedings of the International Workshop on Adaptive Text Extraction and Mining. Catvat-Dubrovnik, Croatia, 66-73, September 2003. [Also: Department of Mathematics and Computer Science, University of Antwerp, Technical Report 2003-06.]
[pdf]

Is shallow parsing useful for the unsupervised learning of semantic clusters?

Author(s): Marie-Laure Reinberger and Walter Daelemans
Reference: In: Proceedings of the 4th Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2003), Mexico City, Mexico, Lecture Notes in Computer Science 2588, Springer Verlag, 2003, pp. 304-313.
[pdf]

Mining for lexons: applying unsupervised learning methods to create ontology bases

Author(s): Marie-Laure Reinberger, Peter Spyns, Walter Daelemans, and Robert Meersman
Reference: In: Robert Meersman, Zahir Tari, and Douglas Schmidt (Eds.) On the Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE, Lecture Notes in Computer Science 2888, Springer-Verlag, Catania, Italy, 803-819.
[pdf]

Workflow mining: A survey of issues and approaches

Author(s): W.M.P. van der Aalst, B.F. van Dongen, J. Herbst, L. Maruster, G. Schimm, and A.J.M.M. Weijters
Reference: Data and Knowledge Engineering, 47:2, pp. 237-267.

Various uses of a spelling checker project: Practical experiences, teaching, and learning

Author(s): Menno van Zaanen and Gerhard van Huyssteen
Reference: Southern African Linguistics and Applied Language Studies Journal, special issue on "Language Technology in Southern Africa: resources and applications"
[pdf]

Alignment-based learning versus data-oriented parsing

Author(s): Menno van Zaanen
Reference: In Rens Bod, Remko Scha, and Khalil Sima'an (Eds.), Data-oriented parsing, Chapter 20.
[pdf]

A memory-based approach to meter induction

Author(s): Menno van Zaanen, Rens Bod, and Henkjan Honing
Reference: In Proceedings of the 5th Triennial Conference of the European Society for the Cognitive Sciences of Music (ESCOM), Hanover, Germany, September 2003.
[pdf]

A spellchecker for Afrikaans, based on morphological analysis

Author(s): Gerhard van Huyssteen and Menno van Zaanen
Reference: In Proceedings of the 6th International Terminology in Advanced Management Applications Conference (TAMA), Pretoria, South-Africa, February 2003.
[pdf]

Proceedings of the Seventh Conference on Natural Language Learning

Author(s): Walter Daelemans and Miles Osborne (Eds.)
Reference: Proceedings of the Seventh Conference on Natural Language Learning. Edmonton, Canada, ACL, vii + 212 pages, ISBN 1-932432-08-6.
[online proceedings]

Memory-based grammatical relation finding

Author(s): Sabine Buchholz.
Reference: PhD thesis, Tilburg University, 2002.
[details/download]

Shallow parsing on the basis of words only: A case study

Author(s): Antal van den Bosch and Sabine Buchholz.
Reference: In Proceedings of the 40th Meeting of the Association for Computational Linguistics (ACL'02). corrects the proceedings version on three points: (1) two words in the abstract, (2) the title of section 4, and (3) a corrected reference to Eisner 1996)
[pdf]

Dutch word sense disambiguation: Optimizing the localness of context

Author(s): Iris Hendrickx, Antal van den Bosch, Véronique Hoste, and Walter Daelemans
Reference: In Proceedings of the Workshop on word sense disambiguation: Recent successes and future directions, Philadelphia, PA, USA, pp. 61-65.
[pdf]

Evaluating the results of a memory-based word-expert approach to unrestricted word sense disambiguation

Author(s): Véronique Hoste, Walter Daelemans, Iris Hendrickx, and Antal van den Bosch
Reference: In Proceedings of the Workshop on word sense disambiguation: Recent successes and future directions, Philadelphia, PA, USA, pp. 95-101.
[pdf]

Improving machine-learned detection of miscommunications in human-machine dialogues through informed data splitting

Author(s): Piroska Lendvai, Antal van den Bosch, Emiel Krahmer, and Marc Swerts
Reference: In ESSLLI 2002 Workshop on Machine Learning Approaches in Computational Linguistics, Trento, Italy, August 2002
[pdf]

Multi-feature error detection in spoken dialogue systems

Author(s): Piroska Lendvai, Antal van den Bosch, Emiel Krahmer, and Marc Swerts
Reference: In Proceedings of the 12th Computational Linguistics in The Netherlands meeting, Twente, Netherlands, November 2001
[pdf]

Introduction to the CoNLL-2002 shared task: Language-independent named entity recognition

Author(s): Erik Tjong Kim Sang
Reference: In: Dan Roth and Antal van den Bosch (eds.), Proceedings of CoNLL-2002, Taipei, Taiwan, 2002, pp. 155-158.
[pdf]

Memory-based named entity recognition

Author(s): Erik Tjong Kim Sang
Reference: In: Dan Roth and Antal van den Bosch (eds.), Proceedings of CoNLL-2002, Taipei, Taiwan, 2002, pp. 203-206.
[pdf]

Logistic-based patient grouping for multi-disciplinary treatment

Author(s): Laura Maruster, Ton Weijters, Geerhard de Vries, Antal van den Bosch, and Walter Daelemans
Reference: Artificial Intelligence in Medicine, 26:1-2, 2002, pp. 87-107.
[ps]

Process Mining: Discovering Direct Successors in Process Logs

Author(s): Laura Maruster, Ton Weijters, Wil van der Aalst, and Antal van den Bosch
Reference: In S. Lange, K. Satoh, C.H. Smith (Eds.): Discovery Science, 5th International Conference. Lecture Notes in Computer Science 2534. Berlin: Springer, pp. 364-373, 2002.
[ps]

Parameter optimization for machine learning of word sense disambiguation

Author(s): Véronique Hoste, Iris Hendrickx, Walter Daelemans, and Antal van den Bosch
Reference: Natural Language Engineering, 8:4, pp. 311-325, 2002.
[pdf]

Combining information sources for memory-based pitch accent placement

Author(s): Erwin Marsi, Bertjan Busser, Walter Daelemans, Véronique Hoste, Martin Reynaert, Antal van den Bosch
Reference: In Proceedings of the International Conference on Spoken Language Processing, pp. 1273-1276, 2002.
[pdf]

Expanding k-NN analogy with instance families

Author(s): Antal van den Bosch
Reference: In R. Skousen, D. Lonsdale, and D. Parkinson (Eds.), Analogical Modeling: An exemplar-based approach to language. Amsterdam: John Benjamins, pp. 209-224.
[pdf of preprint ]

A comparison of analogical modeling of language to memory-based language processing

Author(s): Walter Daelemans
Reference: In R. Skousen, D. Lonsdale, and D. Parkinson (Eds.), Analogical Modeling: An exemplar-based approach to language. Amsterdam: John Benjamins, pp. 157-179.
[pdf of preprint]

Evaluation of machine learning methods for natural language processing tasks

Author(s): Walter Daelemans and Véronique Hoste
Reference: In Proceedings of LREC-2002, the third International Language Resources and Evaluation Conference, Las Palmas, Spain, 755-760
[pdf]

A field survey for establishing priorities in the development of HLT resources for Dutch

Author(s): Binnenpoorte, D., F. De Vriend, J. Sturm, W. Daelemans, H. Strik, C. Cucchiarini
Reference: In Proceedings of LREC-2002, the third International Language Resources and Evaluation Conference, Las Palmas, Spain, 1862-1866
[pdf]

Review of: Knowledge and learning in language, Charles D. Yang

Author(s): Walter Daelemans
Reference: Glot International, 6:5, 137-142
[pdf of preprint]

Memory-based phoneme-to-grapheme conversion

Author(s): Bart Decadt, Jacques Duchateau, Walter Daelemans, and Patrick Wambacq
Reference: In M. Theune, A. Nijholt, and H. Hondrop (Eds.), Computational Linguistics in the Netherlands 2001. Selected Papers from the Twelfth CLIN Meeting, Amsterdam - New York: Rodopi, pp. 47-61
[ps]

Transcription of out-of-vocabulary words in large vocabulary speech recognition based on phoneme-to-grapheme conversion

Author(s): Bart Decadt, Jacques Duchateau, Walter Daelemans, and Patrick Wambacq
Reference: In Proceedings of ICASSP-02, the International Conference on Acoustics, Speech and Signal Processing, Volume I, Orlando, USA, pp. 861-864
[ps]

A named entity recognition system for Dutch

Author(s): Fien De Meulder,Walter Daelemans, and Véronique Hoste
Reference: In: M. Theune, A. Nijholt, and H. Hondrop (Eds.), Computational Linguistics in the Netherlands 2001. Selected Papers from the Twelfth CLIN Meeting, Amsterdam - New York: Rodopi, 77-88
[ps]

Special issue on machine learning approaches to shallow parsing

Author(s): James Hammerton, Miles Osborne, Susan Armstrong, and Walter Daelemans (Eds.)
Reference: Journal of Machine Learning Research, 2, pp. 551-719
[webpage]

Introduction to the special issue on machine learning approaches to shallow parsing

Author(s): James Hammerton, Miles Osborne, Susan Armstrong, and Walter Daelemans (Eds.)
Reference: Journal of Machine Learning Research, 2, pp. 551-558
[ps]

Where do syllables come from?

Author(s): E. Martens, W. Daelemans, S. Gillis, and H. Taelman
Reference: In: W. Gray and C. Schunn (Eds.) Proceedings of the Twenty-Fourth Annual Conference of the Cognitive Science Society, Fairfax, Virginia, George Mason University, pp. 657-664
[pdf]

Dutch HLT resources: From BLARK to priority lists

Author(s): H. Strik, W. Daelemans, D. Binnenpoorte, J. Sturm, F. De Vriend, C. Cucchiarini
Reference: In: Proceedings of ICSLP-2002, Denver, USA, pp. 1549-1552
[pdf]

Actieplan voor het Nederlands in de taal- en spraaktechnologie: Prioriteiten voor basisvoorzieningen

Author(s): Walter Daelemans and Helmer Strik
Reference: Report for the Nederlandse Taalunie, 165 pages, 2002. (Action Plan for Dutch in Language and Speech technology: Priorities for Basic Resources).
[webpage]

Proceedings of the Sixth Conference on Natural Language Learning (CoNLL-2002)

Editors: Dan Roth and Antal van den Bosch
[online proceedings]

Detecting problematic turns in human-machine interactions: Rule-induction versus memory-based learning approaches

Author(s): Antal van den Bosch, Emiel Krahmer, and Marc Swerts.
Reference: In Proceedings of the 39th Meeting of the Association for Computational Linguistics (ACL'01). New Brunswick, NJ: ACL, pp. 499-506, 2001.
[pdf]

Improving accuracy in word class tagging through combination of machine learning systems

Author(s): Hans van Halteren, Jakub Zavrel, and Walter Daelemans.
Reference: Computational Linguistics, 27:2, pp. 199-230, 2001.
[ps of preprint]

Review of "Learnability in Optimality Theory"

Author(s): Walter Daelemans.
Reference: Computational Linguistics, 27:2, pp. 316-317, 2001
[ps]

SHAPAQA: Shallow parsing for question answering on the World Wide Web

Author(s): Sabine Buchholz, Walter Daelemans.
Reference: In Proceedings of Euroconference Recent Advances in Natural Language Processing (RANLP), Tsigov Chark, Bulgaria, 5-7 September, pp. 47-51, 2001.
[pdf]

Complex answers: A case study using a WWW question answering system

Author(s): Sabine Buchholz, Walter Daelemans.
Reference: Natural Language Engineering, Special Issue on Question Answering, 2001.
[pdf, preprint]

Using grammatical relations, answer frequencies and the World Wide Web for TREC question answering

Author(s): Sabine Buchholz.
Reference: Notebook paper for TREC 2001. NIST, 2001. Official proceedings paper to appear later.
[pdf]

TreeTalk: Memory-based word phonemisation

Author(s): Walter Daelemans and Antal van den Bosch
Reference: R. I. Damper (Ed.), Data-Driven Techniques in Speech Synthesis, Kluwer Academic Publishers, pp. 149-172, 2001.
[ps, pdf]

Combining a self-organising map with memory-based learning

Author(s): James Hammerton and Erik Tjong Kim Sang
Reference: In: Walter Daelemans and Rémi Zajac (eds.), Proceedings of CoNLL-2001, Toulouse, France, 2001, pp. 9-14.
[pdf]

Memory-based clause identification

Author(s): Erik Tjong Kim Sang
Reference: In: Walter Daelemans and Rémi Zajac (eds.), Proceedings of CoNLL-2001, Toulouse, France, 2001, pp. 67-69.
[pdf]

Transforming a chunker to a parser

Author(s): Erik Tjong Kim Sang
Reference: In: Walter Daelemans, Khalil Sima'an, Jorn Veenstra and Jakub Zavrel (eds.), Computational Linguistics in the Netherlands 2000, Rodopi, 2001, pp. 177-188.
[pdf]

Introduction to the CoNLL-2001 shared task: Clause identification

Author(s): Erik Tjong Kim Sang, Hervé Déjean
Reference: In: Walter Daelemans and Rémi Zajac (eds.), Proceedings of CoNLL-2001, Toulouse, France, 2001, pp. 53-57.
[pdf]

Automatic discovery of workflow models from hospital data

Author(s): Laura Maruster, Wil van der Aalst, Ton Weijters, Antal van den Bosch, Walter Daelemans
Reference: Proceedings BNAIC-01, Amterdam, October 25-26, 183-194, 2001.
[pdf]

Robust data oriented parsing for speech-understanding

Author(s): Khalil Sima'an
Reference: In Proceedings of the International Workshop on Parsing Technologies (IWPT'01), Beijing, China, October 2001.
[ps]

Building a tree-bank of modern Hebrew text

Author(s): Khalil Sima'an, A. Itai, Y. Winter, A. Altman, and N. Nativ
Reference: In Beatrice Daille and Laurent Romary (eds.), Special Issue on Natural Language Processing and Corpus Linguistics, Journal Traitement Automatique des Langues (t.a.l.), 2001
[ps]

Enhancing the robustness of data oriented parsing for speech-understanding

Author(s): Khalil Sima'an
Reference: In Proceedings of the Natural Language Processing Pacific Rim Symposium (NLPRS'01), Tokyo, Japan, November 2001.
[ps]

Predicting phrase breaks with memory-based learning

Author(s): Bertjan Busser, Walter Daelemans, Antal van den Bosch
Reference: In Proceedings 4th ISCA Tutorial and Research Workshop on Speech Synthesis. Perthshire Scotland, August 29th - September 1st, 2001.
[ps]

Dutch word sense disambiguation: Data and preliminary results

Author(s): Iris Hendrickx, Antal van den Bosch
Reference: In Proceedings of SENSEVAL-2. Toulouse, France.
[pdf]

Phoneme-to-grapheme conversion for out-of-vocabulary words in large vocabulary speech recognition

Author(s): Bart Decadt, Jacques Duchateau, Walter Daelemans, Patrick Wambacq
Reference: In: ASRU 2001 Automatic Speech Recognition and Understanding Workshop Proceedings. IEEE CD-rom (IEEE Catalog Number 01EX544, ISBN 0-7803-7343-X), Trento, Italy, 9-13 December, 4 pages
[ps]

Phoneme-to-grapheme conversion for out-of-vocabulary words in speech recognition

Author(s): Bart Decadt and Walter Daelemans
Reference: ATRANOS Deliverable WP2, March 31, 15 pages
[ps]

Optimizing phoneme-to-grapheme conversion for out-of-vocabulary words in speech recognition

Author(s): Bart Decadt and Walter Daelemans
Reference: ATRANOS Deliverable WP2, September 30, 15 pages
[ps]

Classifier optimization and combination in the English all words task

Author(s): Véronique Hoste, Anne Kool, and Walter Daelemans
Reference: In: Judita Preiss and David Yarowsky (Eds.), Proceedings of SENSEVAL-2. Second International Workshop on Evaluating Word Sense Disambiguation Systems. New Brunswick: ACL, pp. 83-86
[ps]

Strengthening the Dutch Human Language Technology Infrastructure

Author(s): Catia Cucchiarini, Walter Daelemans, Helmer Strik
Reference: The ELRA Newsletter, 6:4, pp. 3-7
[ps]

Proceedings CLIN-2000

Editors: Walter Daelemans, Khalil Sima'an, Jorn Veenstra, Jakub Zavrel
Reference: Computational Linguistics in the Netherlands 2000. Selected Papers from the Eleventh CLIN Meeting. Amsterdam - New York: Rodopi. ISBN 90-420-1257-9. 2001.

Proceedings of the Fifth Conference on Natural Language Learning (CoNLL-2001)

Editors: Walter Daelemans and Rémi Zajac
[online proceedings]

Integrating seed names and n-grams for a named entity list and classifier

Author(s): Sabine Buchholz and Antal van den Bosch
Reference: In: Proceedings of LREC-2000, Athens, Greece, June 2000, pp. 1215-1221.
[abs, pdf with corrections]

Learning statistically neutral tasks without expert guidance

Author(s): Ton Weijters, Antal van den Bosch, and Eric Postma
Reference: In: S.A. Solla, T.K. Leen and K.R. Müller (eds), Advances in Neural Information Processing Systems, 12. MIT Press, pp. 73-79.
[ps]

Unpacking multi-valued symbolic features and classes in memory-based language learning

Author(s): Antal van den Bosch and Jakub Zavrel
Referemce: In P. Langley (Ed.), Proceedings of the Seventeenth International Conference on Machine Learning, pp. 1055-1062. San Francisco, CA: Morgan Kaufmann, 2000.
[abs, ps]

Memory-Based Word Sense Disambiguation

Author(s): Jorn Veenstra, Antal van den Bosch, Sabine Buchholz, Walter Daelemans, Jakub Zavrel
Reference: Computers and the Humanities, special issue on Senseval, Word Sense Disambiguations, Ed. Adam Kilgarriff and Martha Palmer, 34:1-2, 2000
[abs, ps of preprint]

A distributed, yet symbolic model of text-to-speech processing

Author(s): Antal van den Bosch and Walter Daelemans
Reference: In P. Broeder and J.M.J. Murre (Eds.), Models of Language Acquisition: inductive and deductive approaches. Oxford University Press, 76-99, 2000.
[abs, ps]

Lazy learning: A comparison of natural and machine learning of stress

Author(s): Steven Gillis, Walter Daelemans, and Gert Durieux.
Reference: In: P. Broeder and J.M.J. Murre (Eds.), Models of Language Acquisition: inductive and deductive approaches . Oxford University Press, 76-99, 2000.
[ps]

Inductive lexica

Author(s): Walter Daelemans and Gert Durieux.
Reference: In: Van Eynde, F. and D. Gibbon (eds.) Lexicon Development for speech and language processing, Kluwer Academic Publishers, 115-139, 2000.
[ ps] (preprint)

Bootstrapping a tagged corpus through combination of existing heterogeneous taggers

Author(s): Jakub Zavrel and Walter Daelemans
Reference: In: Proceedings of the second international conference on language resources and evaluation (LREC-2000) , Athens, Greece, 17-20, 2000
[ps]

Part of speech tagging and lemmatisation for the Spoken Dutch Corpus

Author(s): Frank Van Eynde, Jakub Zavrel, and Walter Daelemans
Reference: In: Proceedings of the second international conference on language resources and evaluation (LREC-2000) , Athens, Greece, 1427-1434, 2000
[ps]

Lemmatisation and morphosyntactic annotation for the spoken dutch corpus

Author(s): Frank Van Eynde, Jakub Zavrel, and Walter Daelemans
Reference: In: Paola Monachesi (Ed.), Computational Linguistics in the Netherlands 1999. Utrecht, OTS, pp. 73-84
[ps]

Diverse classifiers for NLP disambiguation tasks. Comparisons, optimization, combination, and evolution

Author(s): Jakub Zavrel, Sven Degroeve, Anne Kool, Walter Daelemans, Kristina Jokinen
Reference: In: Jokinen et al. (Eds.), TWLT 18. Learning to Behave. CEvoLE 2, Ieper, Belgium, pp. 201-221
[ps]

Meta-learning for phonemic annotation of corpora

Author(s): Veronique Hoste, Walter Daelemans, Erik Tjong Kim Sang, Steven Gillis
Reference: In: Proceedings 17th international conference on Machine Learning , Stanford, 375-382, 2000
[ps]

A Memory-Based Alternative for Connectionist Shift-Reduce Parsing

Author(s): Jorn Veenstra and Walter Daelemans
Reference: ILK report 00-12, 2000.
[ps]

Using induced rules as complex features in memory-based language learning

Author(s): Antal van den Bosch
Reference: In Proceedings of the Fourth Conference on Computational Natural Language Learning and of the Second Learning Language in Logic Workshop (CoNLL/LLL). New Brunswick, NJ: ACL, pp.73-78.
[ps]

Tree-gram parsing: Lexical dependencies and structural relations

Author(s): Khalil Sima'an
Reference: In Proceedings of the 38th Meeting of the Association for Computational Linguistics (ACL'00). New Brunswick, NJ: ACL, pp. 53-60.
[ps]

Efficient parsing of domain language

Author(s): Khalil Sima'an
Reference: In Proceedings of the Twelfth Belgium-Netherlands Conference on Artificial Intelligence (BNAIC'00). Tilburg: ILK / Infolab, pp. 199-206.
[ps]

Machine learning for modeling Dutch pronunciation variation

Author(s): Véronique Hoste, Steven Gillis, and Walter Daelemans
Reference: In: Paola Monachesi (Ed.), Computational Linguistics in the Netherlands 1999. Selected Papers from the Tenth CLIN Meeting, pp. 73-83
[ps]

Comparing bagging and boosting for natural language processing tasks: a typicality approach

Author(s): Véronique Hoste and Walter Daelemans
Reference: In: Ad Feelders (Ed.), Proceedings of the Tenth Belgian-Dutch Conference on Machine Learning (Benelearn 2000), pp. 101-108
[ps]

Meta-learning for phonemic annotation of corpora

Author(s): Véronique Hoste, Walter Daelemans, Erik Tjong Kim Sang, and Steven Gillis
Reference: In: Proceedings of ICML-2000, Stanford University, CA, USA, pp. 375-382
[ps]

A rule induction approach to modeling regional pronunciation variation

Author(s): Véronique Hoste, Walter Daelemans, and Steven Gillis
Reference: In: Proceedings of COLING 2000, Saarbrücken, Germany. San Francisco: Morgan Kaufman Publishers, 2000, pp. 327-333
[ps]

Genetic algorithms for feature relevance assignment in memory-based language processing

Author(s): Anne Kool, Walter Daelemans, and Jakub Zavrel
Reference: In: Proceedings of CoNLL-2000.
[ps]

Simultaneous feature selection and parameter optimization for memory-based natural language processing.

Author(s): Anne Kool, Jakub Zavrel, and Walter Daelemans
Reference: In: Ad Feelders (Ed.), Proceedings of BENELEARN 2000, Tilburg, pp. 93-100, 2000
[ps]

Applying System Combination to Base Noun Phrase Identification

Author(s): Erik Tjong Kim Sang, Walter Daelemans, Hervé Déjean, Rob Koeling, Yuval Krymolowski, Vasin Punyakanok and Dan Roth
Reference: In: Proceedings of COLING 2000, Saarbrücken, Germany.
[ps]

Hij drinkt niet altijd "t" en ik drink er soms wél: Bronnen van hardnekkige werkwoordfouten in het Nederlands

Author(s): D. Sandra, S. Frisson, G. Durieux, W. Daelemans, and S. Gillis
Reference: In: S. Gillis, J. Nuyts, and J. Taeldeman (Eds.), Met taal om de tuin geleid. Wilrijk: Universitaire Instelling Antwerpen
[ps]

Zelflerende systemen als instrument voor de taalkunde en de taaltechnologie

Author(s): Walter Daelemans, Guy De Pauw, Gert Durieux, Steven Gillis, Véronique Hoste, and Erik Tjong Kim Sang
Reference: In: S. Gillis, J. Nuyts, and J. Taeldeman (Eds.), Met taal om de tuin geleid. Wilrijk: Universitaire Instelling Antwerpen
[ps]

The role of algorithm bias vs information source in learning algorithms for morphosyntactic disambiguation

Author(s): Guy De Pauw and Walter Daelemans
Reference: In: Proceedings of the Fourth Conference on Computational Language Learning (CoNLL-2000), Lissabon, Portugal, pp. 19-24
[ps]

Forgetting exceptions is harmful in language learning

Author(s): Walter Daelemans, Antal van den Bosch, and Jakub Zavrel.
Reference: Machine Learning, special issue on natural language learning, 34, pp. 11-43, 1999. ps of preprint]

Recent Advances in Memory-Based Part-of-Speech Tagging

Author(s): Jakub Zavrel and Walter Daelemans.
Reference: VI Simposio Internacional de Comunicacion Social, Santiago de Cuba, pp. 590-597, 1999.
[abs, ps,ms-word]

Interpreting knowledge representations in BP-SOM

Author(s): Ton Weijters and Antal van den Bosch.
Reference: Behaviormetrika, 26:1, pp. 107-128, 1999.
[abs]

Memory-Based Text Chunking

Author(s): Jorn Veenstra.
Reference: to appear in: Proceedings of ACAI, Chania Greece, 1999.
[ps]

Toward an exemplar-based computational model for cognitive grammar

Author(s): Walter Daelemans.
Reference: In Johan van der Auwera, Frank Durieux, and Ludo Lejeune (Eds.) English as a Human Language. To honour Louis Goossens. Munchen: LINCOM Europa, 73-82, 1998.
[abs, ps]

Memory-Based Shallow Parsing

Author(s): Walter Daelemans, Sabine Buchholz, Jorn Veenstra.
Reference: In: Proceedings of CoNLL-99, Bergen, Norway, June 12, 1999.
[abs, ps]

Cascaded Grammatical Relation Assignment

Author(s): Sabine Buchholz, Jorn Veenstra, Walter Daelemans.
Reference: In: Proceedings of EMNLP/VLC-99, University of Maryland, USA, June 21-22, 1999, pp. 239-246.
[abs, ps]

Memory-based morphological analysis

Author(s): Antal van den Bosch and Walter Daelemans.
Reference: In: Proceedings of the 37th Annual Meeting of the Association for Computational Linguistics, ACL'99, University of Maryland, USA, June 20-26, 1999, pp. 285-292.
[abs, pdf]

Instance-family abstraction in memory-based language learning

Author(s): Antal van den Bosch.
Reference: In: I. Bratko and S. Dzeroski (Eds.), Machine Learning: Proceedings of the Sixteenth International Conference, ICML'99, Bled, Slovenia, June 27-30, 1999, pp. 39-48.
[abs, ps]

Machine learning of word pronunciation: the case against abstraction

Author(s): Bertjan Busser, Walter Daelemans, Antal van den Bosch.
Reference: In Proceedings of the Sixth European Conference on Speech Communication and Technology, Eurospeech99, Budapest, Hungary, Sept. 5-10, 1999, pp. 2123-2126.
[abs, ps]

Memory-based language processing

Editor: Walter Daelemans.
Reference: Journal for Experimental and Theoretical Artificial Intelligence, special issue. 11:3, pp. 287-467.
[abs, website, introduction to the special issue]

Careful abstraction from instance families in memory-based language learning

Author(s): Antal van den Bosch.
Reference: Journal for Experimental and Theoretical Artificial Intelligence, special issue, Ed. Walter Daelemans, 11:3, pp. 339-368.
[abs, website, ps of preprint]

Machine Learning Approaches

Author(s): Walter Daelemans.
Reference: In Hans van Halteren (Ed.) Syntactic Wordclass Tagging. Kluwer Academic Publishers, 285-304, 1999.
[ps]

On the Arbitrariness of Lexical Categories

Author(s): Gert Durieux, Walter Daelemans and Steven Gillis
Reference: Van Eynde et al. (eds.) Computational Linguistics in the Netherlands 1998 Amsterdam: Rodopi, pp. 19-36, 1999.
[ps]

Modularity in inductively-learned word pronunciation systems

Author(s): Antal van den Bosch, Ton Weijters, and Walter Daelemans.
Reference: In D.M.W. Powers (Ed.), Proceedings of NeMLaP3/CoNLL98, Sydney, Australia, pp. 185-194, 1998.
[abs, ps]

Do not forget: Full memory in memory-based learning of word pronunciation

Author(s): Antal van den Bosch and Walter Daelemans.
Reference: In D.M.W. Powers (Ed.), Proceedings of NeMLaP3/CoNLL98, Sydney, Australia, pp. 195-204, 1998.
[abs, ps]

Rapid development of NLP modules with memory-based learning

Author(s): Walter Daelemans, Antal van den Bosch, Jakub Zavrel, Jorn Veenstra, Sabine Buchholz, and Bertjan Busser.
Reference: In Proceedings of ELSNET in Wonderland, pp. 105-113. Utrecht: ELSNET, 1998. Also in R. Basili and M.T. Pazienza (Eds.), ECML-98 TANLPS Workshop Notes, Technische Universitaet Chemnitz, 1998, pp. 1-17.
[abs,ps]

Interpretable neural networks with BP-SOM

Author(s): Ton Weijters, Antal van den Bosch, and Jaap van den Herik.
Reference: In C. Nedellec and C. Rouveirol (Eds.), Machine Learning: ECML-98, Lecture Notes in Artificial Intelligence 1398, Berlin: Springer, 406-411, 1998.
[abs,ps]

Toward inductive lexicons: a case study

Author(s): Walter Daelemans, Gert Durieux, and Antal van den Bosch.
Reference: In: P. Velardi (ed.), Proceedings LREC Workshop on Adapting Lexical and Corpus Resources to Sublanguages and Applications, Granada, Spain, pp. 29-35, 1998.
[abs,ps]

A connectionist model for bootstrap learning of syllabic structure

Author(s): Jean Vroomen, Antal van den Bosch, and Beatrice De Gelder.
Reference: Language and Cognitive Processes, Special issue on Language Acquisition and Connectionionism (Ed. K. Plunkett), 13:2/3, pp. 193-220.

Fast NP chunking using memory-based learning techniques

Author(s) Jorn Veenstra.
Reference: In F. Verdenius and W. van den Broek (Eds), Proceedings of Benelearn 1998, Wageningen, the Netherlands, pp. 71-79, 1998.
[abs,ps] .

Improving data driven wordclass tagging by system combination

Author(s): Hans van Halteren, Jakub Zavrel, and Walter Daelemans.
Reference: In Proceedings of COLING-ACL '98, August 1998, Mont real, Canada, pp. 491-497.
[abs,ps]

Distinguishing complements from adjuncts using memory-based learning

Author(s): Sabine Buchholz.
Reference: In B. Keller (Ed.), Proceedings of the ESSLLI-98 Workshop on Automated Acquisition of Syntax and Parsing, pp.41-48.
[abs,ps]

TreeTalk-D: a machine learning approach to Dutch word pronunciation

Author(s): Bertjan Busser.
Reference: In P. Sojka, V. Matousek, K. Pala, and I. Kopecek (Eds.) (1998) Proceedings TSD Conference, pp. 3-8, Masaryk University, Czech Republic.
[abs,ps,demo]

Unsupervised learning of subcategorisation information and its application in a parsing subtask

Author(s): Sabine Buchholz.
Reference: In H. La Poutre and H.J. van den Herik (Eds.) (1998), Proceedings of the Tenth Netherlands/Belgium Conference on Artificial Intelligence (NAIC'98), CWI, Amsterdam, pp. 7-16.
[abs,ps]

A connectionist model for bootstrap learning of syllabic structure

Author(s): Jean Vroomen, Antal van den Bosch, and Beatrice De Gelder.
Reference: Language and Cognitive Processes, Special issue on Language Acquisition and Connectionionism (Ed. K. Plunkett), 13:2/3, pp. 193-220.

IGTree: Using Trees for Compression and Classification in Lazy Learning Algorithms

Author(s): Walter Daelemans, Antal van den Bosch, and Ton Weijters.
Reference: D. Aha (ed.) Artificial Intelligence Review, special issue on Lazy Learning, 1996.
[abs, ps]

Memory-Based Learning: Using Similarity for Smoothing

Author(s): Jakub Zavrel and Walter Daelemans
Reference: Proc. of 35th Annual Meeting of the ACL, Madrid, July 1997
[abs, ps]

Resolving PP Attachment Ambiguities with Memory-Based Learning

Author(s): Jakub Zavrel, Walter Daelemans and Jorn Veenstra
Reference: Proc. of the workshop on Computational Natural Language Learning (CoNLL'97), edited by: Mark Ellison, Madrid, 11 July 1997
[abs, ps]

TreeTalk-D: a Machine Learning Approach to Dutch Grapheme-to-Phoneme Conversion

Author(s): Bertjan Busser
Reference: Draft version, for more information, please contact the author
[abs]

Workshop Notes on Empirical Learning of Natural Language Processing Tasks.

Author(s): Walter Daelemans, Ton Weijters, and Antal van den Bosch (eds.)
Reference: In M. van Someren and G. Widmer (eds.) Machine Learning: ECML-97, Lecture  Notes in Artificial Intelligence 1224, Berlin: Springer, 337-344, 1997.
[electronic workshop notes]

Empirical Learning of Natural Language Processing Tasks.

Author(s): Walter Daelemans, Antal van den Bosch, and Ton Weijters.
Reference: M. van Someren and G. Widmer (eds.) Machine Learning: ECML-97, Lecture Notes in Artificial Intelligence 1224, Berlin: Springer, 337-344, 1997.
[abs, ps]

Data Mining as a Method for Linguistic Analysis: Dutch Diminutives

Author(s): Walter Daelemans, Peter Berck, and Steven Gillis.
Reference: Folia Linguistica , XXXI/1-2, 57-75, 1997.
[abs, ps]

A feature-relevance heuristic for indexing and compressing large case bases

Author(s): Walter Daelemans, Antal van den Bosch, and Jakub Zavrel.
Reference: M. van Someren and G. Widmer (eds.) 9th European Conference on Machine Learning - Poster Papers. Prague: Laboratory of Intelligent Systems, 29-38, 1997.
[abs, ps]

Skousen's Analogical Modeling algorithm: A comparison  with Lazy Learning

Author(s): Walter Daelemans, Steven Gillis, and Gert Durieux
Reference: D. Jones and H. Somers (eds.) New Methods in Language Processing., London:
University College Press, 3-15, 1997.
[abs, ps]

Learning to pronounce written words. A study in inductive language learning

Author(s): Antal van den Bosch.
Reference: Ph.D. Thesis, Universiteit Maastricht, The Netherlands. Cadier en Keer: Phidippides, 1997.
[ps]

Automatic phonetic transcription of words based on sparse data

Author(s): Maria Wolters and Antal van den Bosch.
Reference: In Walter Daelemans, Antal van den Bosch, and Ton Weijters (Eds.), Workshop notes of ECML/MLnet Familiarization Workshop on Empirical Learning of Natural Language Processing Tasks, April 1997, Prague, Czech Republic, pp. 61-70, 1997.
[abs] [ps]

When small disjuncts abound, try lazy learning: A case study

Author(s): Antal van den Bosch, Ton Weijters, Jaap van den Herik, and Walter Daelemans.
Reference: In P. Flach, W. Daelemans, and A. van den Bosch (Eds.), Proceedings of the 7th Belgian-Dutch Conference on Machine Learning, BENELEARN-97, pp. 109-118, 1997.
[abs] [ps]

Intelligible neural networks with BP-SOM

Author(s): Ton Weijters, Antal van den Bosch, and Jaap van den Herik.
Reference: In Proceedings of the Ninth Dutch Conference on Artificial Intelligence, NAIC-97, 27-36, 1997.
[abs] [ps]

Avoiding overfitting with BP-SOM

Author(s): Ton Weijters, Jaap van den Herik, Antal van den Bosch, and Eric Postma.
Reference: In Proceedings of the Fifteenth International Joint Conference on Artificial Intellgence, IJCAI-97, 1140-1145, 1997.

Behavioural aspects of BP-SOM

Author(s): Ton Weijters, Antal van den Bosch, Eric Postma, and Jaap van den Herik.
Reference: Connection Science, 9:3, 253-252, 1997.

Language-Independent Data-Oriented Grapheme-to-Phoneme Conversion

Author(s): Walter Daelemans, Antal van den Bosch
Reference: Van Santen, J., R. Sproat, J. Olive, and J. Hirschberg (eds.) Progress in Speech Synthesis. New York: Springer Verlag, 77-90, 1996.
[abs, ps]

Abstraction Considered Harmful: Lazy Learning of Language Processing.

Author(s): Walter Daelemans
Reference: van den Herik, J. and T. Weijters (eds.) Benelearn-96. Proceedings of the 6th Belgian-Dutch Conference on Machine Learning. MATRIKS: Maastricht, The Netherlands, 3-12, 1996.
[ps]

Morphological Analysis as Classification: an Inductive-Learning Approach.

Author(s): Antal van den Bosch, Walter Daelemans and Ton Weijters
Reference: Oflazer, K. and H. Somers (eds.) NeMLaP-2. Proceedings of the Second International Conference on New Methods in Language Processing, Ankara, Turkey, 79-89, 1996.
[abs, ps]

Unsupervised Discovery of Phonological Categories through Supervised Learning of Morphological Rules

Author(s): Walter Daelemans, Peter Berck and Steven Gillis.
Reference: Proceedings of the 16th International Conference on Computational Linguistics (COLING-96), Copenhagen, Denmark, 95-100, 1996.
[abs, ps]

Artificial Intelligence Models of Language Processing

Author(s): Walter Daelemans and Koen De Smedt.. In: T. Dijkstra and K. De Smedt (eds.)
Reference: Computational Psycholinguistics: AI and Connectionist models of human language processing. London: Taylor & Francis, 24-48, 1996.

MBT: A Memory-Based Part of Speech Tagger-Generator

Author(s): Walter Daelemans, Jakub Zavrel, Peter Berck and Steven Gillis.
Reference: E. Ejerhed and I. Dagan (eds.) Proceedings of the Fourth Workshop on Very Large Corpora, Copenhagen, Denmark, 14-27, 1996.
[abs, ps]

Stretching the limits of learning without modules

Author(s): Antal van den Bosch and Ton Weijters
Reference: In M. van der Heyden, J. Mrsic-Flögel and K. Weigl (Eds.), Proceedings of the HELNET International Workshop on Neural Networks, Vol. I/II, Amsterdam: VU University Press, pp. 177-185.

An inductive-learning approach to morphological analysis

Author(s): Antal van den Bosch, Walter Daelemans, and Ton Weijters
Reference: In Durieux, G., Daelemans, W., and Gillis, S. (Eds.), Papers from the Sixth Computational Linguistics in the Netherlands Meeting, December 1996, University of Antwerp, Belgium, pp. 213-230.

Avoiding overfitting in BP-SOM

Author(s): Ton Weijters, Antal van den Bosch, Eric Postma, and Jaap van den Herik
Reference: Avoiding overfitting in BP-SOM. In H.J. van den Herik and A. Weij\-ters (Eds.), Proceedings of BENELEARN-96, Maastricht, pp. 157-166.

A computational model of P&P: Dresher and Kaye (1990) revisited.

Author(s): Steven Gillis, Gert Durieux, Walter Daelemans.
Reference: M. Verrips & F. Wijnen (eds.) Approaches to Parameter Setting. Amsterdam Studies in Child Language Development, vol 4, 135-173, 1995.
[abs, ps]

The profit of learning exceptions.

Author(s): Antal van den Bosch, Ton Weijters, Jaap van den Herik, Walter Daelemans
Reference: Proceedings of the 5th Belgian-Dutch Conference on Machine Learning, BENELEARN'95, p. 118-126, 1995.
[abs, ps]

Scaling effects with greedy and lazy machine-learning algorithms

Author(s): Antal van den Bosch, Ton Weijters, and Jaap van den Herik
Reference: In Proceedings of the Seventh Dutch Conference on AI, NAIC-95, Erasmus University, Rotterdam, pp. 211-218.

Connectionism

Author(s): Ton Weijters and Antal van den Bosch
Reference: In Verschueren, J., Östman, J.O., and Blommaert, J. (Eds.), Handbook of Pragmatics: Learning Manual, pp. 165-171. Amsterdam: Benjamins.

Linguistics as data mining: Dutch diminutives

Author(s): Walter Daelemans, Peter Berck and Steven Gillis
Reference: Andernach, T., M. Moll, and A. Nijholt (eds). CLIN V, Papers from the Fifth CLIN Meeting, 59-72, 1995.
[abs, ps]

Memory-based lexical acquisition and processing.

Author(s): Walter Daelemans
Reference: P. Steffens (ed.) Machine Translation and the Lexicon, Springer Lecture Notes in Artificial Intelligence 898, 85-98, 1995.
[abs, ps]

Measuring the Complexity of Writing Systems

Author(s): Antal van den Bosch, Alain Content, Walter Daelemans, and Beatrice De Gelder
Reference: Preprint of paper in Journal of Quantitative Linguistics, 1, 3, 178-188, 1994.
[abs, ps]

Default inheritance in an object-oriented representation of linguistic Categories.

Author(s): Walter Daelemans and Koen De Smedt
Reference: International Journal Human-Computer Studies 41, 149-177, 1994.

A language-independent, data-oriented architecture for grapheme-to-phoneme conversion.

Author(s): Walter Daelemans and Antal van den Bosch
Reference: Proceedings of the ESCA-IEEE conference on Speech Synthesis, New York, 199-203, 1994.
[abs, ps]

Are children 'lazy learners'? A comparison of natural and machine learning of Stress.

Author(s): Steven Gillis, Walter Daelemans and Gert Durieux
Reference: Ram, A. and Eiselt, K. (eds.) Proceedings of the Sixteenth Annual Conference of the Cognitive Science Society, Georgia Institute of Technology, Atlanta, USA, Hillsdale: Lawrence Erlbaum Associates, 369-374, 1994.
[abs, ps]

Skousen's Analogical modeling algorithm: a comparison with lazy learning

Author(s): Walter Daelemans, Steven Gillis and Gert Durieux.
Reference: Jones, D. (ed.) Proceedings of the International Conference on New Methods in Language Processing (NeMLaP), UMIST: Manchester, 1-7, 1994.
[abs, ps]

The acquisition of stress: a data-oriented approach.

Author(s): Walter Daelemans, Steven Gillis and Gert Durieux.
Reference: Computational Linguistics 20 (3), special issue on Computational Phonology (Steven Bird guest ed.), 421-451, 1994.
[abs]

Learnability and markedness: Dutch stress assignment

Author(s): Steven Gillis, Walter Daelemans, Gert Durieux and Antal van den Bosch.
Reference: Proceedings of the Fifteenth Annual Conference of the Cognitive Science Society, Boulder Colorado, USA, Hillsdale: Lawrence Erlbaum Associates, 452-457, 1993.
[abs, ps]

Tabtalk: Reusability in data-oriented grapheme-to-phoneme conversion.

Author(s): Walter Daelemans and Antal van den Bosch.
Reference: Proceedings of Eurospeech, Berlin, 1459-1466, 1993.
[abs, ps]

Data-oriented methods for grapheme-to-phoneme conversion

Author(s): Antal van den Bosch and Walter Daelemans.
Reference: Proceedings of the Sixth conference of the European chapter of the ACL, ACL, 45-53, 1993.
[abs, ps]

Learnability and markedness in data-driven acquisition of stress

Author(s): Walter Daelemans, Steven Gillis, Gert Durieux and Antal van den Bosch.
Reference: T. Mark Ellison and James M. Scobbie (eds) Computational Phonology. Edinburgh Working Papers in Cognitive Science 8, 1993, 157-178.
[abs, ps]

A data-driven approach to stress acquisition

Author(s): Walter Daelemans, Antal van den Bosch, Steven Gillis, and Gert Durieux
Reference: In P. Adriaans (Ed.), ECML-93 Workshop Notes on Machine Learning Techniques and Text Analysis, Vienna, pp. 15-24.