Scientific Commons: W. Daelemans

Prototype-based active learning for lemmatization (2009)

Daelemans, W, Groenewald, HJ, Van Huyssteen, GB

This is the author's version of the work. The definitive version was published in the Proceedings of the RANLP'2009 International Conference Recent Advances in Natural Language Processing. Borovets,...

Reducing Redundancy in Multi-document Summarization Using Lexical Semantic Similarity (2009)

Hendrickx, I., Daelemans, W., Marsi, E., Krahmer, E.J.

Is sentence compression and NLG task (2009)

Marsi, E.C., Krahmer, E.J., Hendrickx, I., Daelemans, W.

Establishing Priorities in the Development of HLT Resources: The Dutch-Flemish Experience (2008)

W. Daelemans, D. Binnenpoorte, F. De Vriend, J. Sturm, H. Strik, C. Cucchiarini

In this paper, we describe a survey of Dutch language resources that has been carried out within the framework of a project launched by the Dutch Language Union (Nederlandse Taalunie) with the aim of...

A combined memory-based semantic role labeler of English (2008)

Morante, R., Daelemans, W., Asch, V. Van

Learning scope of negation in biomedical texts (2008)

Morante, R., Liekens, A., Daelemans, W.

Semantic and Syntactic Features for Anaphora Resolution for Dutch (2008)

HENDRICKX, I, Hoste, Veronique, DAELEMANS, W

Coreference Resolution for Extracting Answers for Dutch (2008)

HENDRICKX, I, BOUMA, G, COPPENS, F, DAELEMANS, W, Hoste, Veronique, KLOOSTERMAN, G, ...

Semi-Supervised Laplacian Regularization of Kernel Canonical Correlation Analysis (2008)

Blaschko, M.B., Lampert, C.H., Gretton, A., Daelemans, W., Goethals, B., Morik, K.

Kernel canonical correlation analysis (KCCA) is a dimensionality reduction technique for paired data. By finding directions that maximize correlation, KCCA learns representations that are more...

Distribution-free Learning of Bayesian Network Structure (2008)

Sun, X., Daelemans, W., Goethals, B., Morik, K.

We present an independence-based method for learning Bayesian network (BN) structure without making any assumptions on the probability distribution of the domain. This is mainly useful for continuous...

Assessing Nonlinear Granger Causality from Multivariate Time Series (2008)

Sun, X., Daelemans, W., Goethals, B., Morik, K.

A straightforward nonlinear extension of Grangers concept of causality in the kernel framework is suggested. The kernel-based approach to assessing nonlinear Granger causality in multivariate time...

11LK Computational Linguistics (2007)

S. Buchholz, W. Daelemans

24 August 2001) We investigate the problem of complex answers in question answering. Complex answers consist of several simple answers. We describe the online question answering system SHAPAQA, and...

A Field Survey for Establishing Priorities in the Development of HLT Resources (2007)

For Dutch, D. Binnenpoorte, F. De Vriend, J. Sturm, W. Daelemans, H. Strik, ...

In this paper we describe a survey of Dutch language resources that has been carried out within the framework of a project launched by the Dutch Language Union (Nederlandse Taalunie) with the aim of...

2 (2007)

For Dutch, D. Binnenpoorte, F. De Vriend, J. Sturm, W. Daelemans, H. Strik, ...

2

A Field Survey for Establishing Priorities in the Development of HLT Resources for (2007)

D. Binnenpoorte, F. De Vriend, J. Sturm, W. Daelemans, H. Strik, C. Cucchiarini

In this paper we describe a survey of Dutch language resources that has been carried out within the framework of a project launched by the Dutch Language Union (Nederlandse Taalunie) with the aim of...

A Field Survey for Establishing Priorities in the Development of HLT Resources for (2007)

D. Binnenpoorte, F. De Vriend, J. Sturm, W. Daelemans, H. Strik, C. Cucchiarini

In this paper we describe a survey of Dutch language resources that has been carried out within the framework of a project launched by the Dutch Language Union (Nederlandse Taalunie) with the aim of...

Dat gebeurd mei niet: Computationele modellen voor verwarbare homofonen. (2007)

Bosch, A. Van Den, Daelemans, W.

An efficient memory-based morphosyntactic tagger and parser for Dutch (2007)

Bosch, A. Van Den, Busser, G.J., Canisius, S.V.M., Daelemans, W.

Evaluating Hybrid versus Data-Driven Coreference Resolution (2007)

Hoste, Veronique, HENDRICKX, I, DAELEMANS, W

Disambiguation of the Neuter Pronoun and its Effect on Pronominal Coreference Resolution (2007)

Hoste, Veronique, HENDRICKX, I, DAELEMANS, W

Discrete versus Probabilistic Sequence Classifiers for Domain-specific Entity Chunking (2006)

Canisius, S.V.M., Bosch, A. Van Den, Daelemans, W.

We present a comparative case study of discrete and probabilistic sequence classification methods applied to two real-world entity chunking tasks in the medical domain. It is shown that a discrete...

Constraint Satisfaction Inference: Non-probabilistic Global Inference for Sequence Labelling (2006)

Canisius, S.V.M., Bosch, A. Van Den, Daelemans, W.

We present a new method for performing sequence labelling based on the idea of using a machine-learning classifier to generate several possible output sequences, and then applying an inference...

Comparing Learning Approaches to Language Learning. There is More to it Than Bias. (2006)

Hoste, Veronique, DAELEMANS, W

Improving sequence segmentation learning by predicting trigrams (2005)

Bosch, A. Van Den, Daelemans, W.

Symbolic machine-learning classifiers are known to suffer from near-sightedness when performing sequence segmentation (chunking) tasks in natural language processing: without special architectural...

Memory-Based Language Processing (2005)

Daelemans, W., Bosch, A. Van Den

Rule meta-learning for trigram-based sequence processing (2005)

Canisius, S.V.M., Bosch, A. Van Den, Daelemans, W.

Predicting overlapping trigrams of class labels is a recently-proposed method to improve performance on sequence labelling tasks. In this method, sequence elements are effectively classified three...

Comparing Learning Approaches to Coreference Resolution. There is More to it Than 'Bias' (2005)

Hoste, V., Daelemans, W.

Shallow Text Analysis and Machine Learning for Authorship Attribution (2005)

Luyckx, K., Daelemans, W.

Learning Dutch Coreference Resolution (2005)

Hoste, V., Daelemans, W.

Multilingualism and Electronic Language Management'. Proceedings of the 4th International MIDP Colloquium (Studies in Language Policy in South Africa 4) (2005)

Daelemans, W., Plessis, T. Du, Snyman, C., Teck, L.

Machine Learning of Natural Language (2005)

Daelemans, W.

Establishing priorities in the developement of HLT resources: the Dutch-Flemish experience (2005)

Daelemans, W., Binnenpoorte, D., Vriend, F. De, Sturm, J., Strik, H., Cucchiarini, C.

GAMBL, Genetic Algorithm Optimization of Memory-Based WSD (2004)

Decadt, B., Hoste, V., Daelemans, W., Bosch, A. Van Den

Memory-based semantic role labeling: Optimizing features, algorithm, and output (2004)

Bosch, A. Van Den, Canisius, S.V.M., Daelemans, W., Hendrickx, I.H.E., Tjong Kim Sang, E.F.

A formal framework for evaluation of information extraction (2004)

De Sitter, A., Calders, T., Daelemans, W.

A Comparison of Two Different Approaches to Morphological Analysis of Dutch (2004)

Pauw, G. De, Laureys, T., Daelemans, W., Van Hamme, H.

Evaluation and adaptation of the Celex Dutch morphological database (2004)

Laureys, T., De Pauw, G., Van Hamme, H., Daelemans, W., Van Compernolle, D.

Automatic Initiation of an Ontology (2004)

Reinberger, M., Spyns, P., Pretorius, M.W., Daelemans, W.

Unsupervised Text Mining for Ontology Extraction: An Evaluation of Statistical Measures (2004)

Reinberger, M., Daelemans, W.

Multimodal Multilingual Resources in the Subtitling Process (2004)

Piperides, S., Demiros, I., Prokopidis, P., Vanroose, P., Hoethker, A., Daelemans, W.

Using Rule Induction Techniques to Model Pronunciation Variation in Dutch (2004)

Hoste, V., Daelemans, W., Gillis, S.

Verb Classification - Machine Learning Experiments in Classifying Verbs into Semantic Classes (2004)

Decadt, B., Daelemans, W.

Automatic Sentence Simplification for Subtitling in Dutch and English (2004)

Daelemans, W., Hoethker, A., Tjong Kim Sang, E.F.

Reduction of Dutch Sentences for Automatic Subtitling (2004)

Tjong Kim Sang, E.F., Daelemans, W., Hothker, A.

We compare machine learning approaches for sentence length reduction for automatic generation of subtitles for deaf and hearing-impaired people with a method which relies on hand-crafted deletion...

Why Evaluate Ontology Technologies? Because They Work! (2004)

Sure, Y., Gomez-Perez, A., Daelemans, W., Reinberger, M., Guarino, N., Noy, N.

Recent Advances in Example-based Machine Translation. (Review of the book Recent Advances in Example-based Machine Translation, M. Carl & A. Way) (2004)

Daelemans, W.

TiMBL: Tilburg Memory Based Learner, version 5.1, Reference Guide (2004)

Daelemans, W., Zavrel, J., Sloot, K. Van Der, Bosch, A. Van Den

Discovering process models by rule set induction (2003)

Maruster, L.M.S., Weijters, A.J.M.M., Bosch, A. Van Den, Daelemans, W.

Learning to predict pitch accents and prosodic boundaries in Dutch (2003)

Marsi, E.C., Reynaert, M.W.C., Bosch, A. Van Den, Daelemans, W., Hoste, V.

Feature-Rich Memory-Based Classification for Shallow NLP and Information Extraction (2003)

Zavrel, J., Daelemans, W.

Mining for lexons: applying unsupervised learning methods to create ontology (2003)

Reinberger, M., Spyns, P., Daelemans, W., Meersman, R.

Information Extraction via Double Classification (2003)

De Sitter, A., Daelemans, W.

Is shallow parsing useful for the unsupervised learning of semantic clusters? (2003)

Reinberger, M., Daelemans, W.

MBT: Memory Based Tagger, version 2.0, Reference Guide (2003)

Daelemans, W., Zavrel, J., Bosch, A. Van Den, Sloot, K. Van Der

TiMBL: Tilburg Memory Based Learner, version 5.0, Reference Guide (2003)

Daelemans, W., Zavrel, J., Sloot, K. Van Der, Bosch, A. Van Den

Proceedings of the Seventh Conference on Natural Learning (2003)

Daelemans, W., Osborne, M.

Proceedings of CoNLL-2003, Edmonton, Canada (2003)

Daelemans, W., Osborne, M.

Combined Optimization of Feature Selection and Algorithm Parameter Interaction in Machine Learning of Language (2003)

Daelemans, W., Hoste, V., De Meulder, F., Naudts, B.

Memory-Based Named Entity Recognition using Unannotated Data (2003)

De Meulder, F., Daelemans, W.

Mining for lexons: applying unsupervised learning methods to create ontology bases (2003)

M. -l. Reinberger, P. Spyns, W. Daelemans, R. Meersman

to create ontology bases

Parameter optimization for machine learning of word sense disambiguation (2002)

Hoste, V., Hendrickx, I.H.E., Daelemans, W., Bosch, A. Van Den

Combining information sources for memory-based pitch accent placement (2002)

Marsi, E.C., Busser, G.J., Daelemans, W., Hoste, V., Reynaert, M.W.C., Bosch, A. Van Den

Evaluating the results of a memory-based word-expert approach to unrestricted word sense disambiguation (2002)

Hoste, V., Daelemans, W., Hendrickx, I.H.E., Bosch, A. Van Den

Dutch word sense disambiguation: Optimizing the localness of context (2002)

Hendrickx, I.H.E., Bosch, A. Van Den, Hoste, V., Daelemans, W.

TiMBL: Tilburg Memory Based Learner, version 4.3, Reference Guide (2002)

Daelemans, W., Zavrel, J., Sloot, K. Van Der, Bosch, A. Van Den

MBT: Memory Based Tagger, version 1.0, Reference Guide (2002)

Daelemans, W., Zavrel, J., Bosch, A. Van Den, Sloot, K. Van Der

A comparison of analogical modeling of language to memory-based language processing (2002)

Daelemans, W.

Where do syllables come from? (2002)

Martens, E.J., Daelemans, W.

Evaluation of Machine Learning Methods for Natural Language Processing Tasks (2002)

Daelemans, W., Hoste, V.

Transcription of Out-of-vocabulary Words in Large Vocabulary Speech Recognition based on Phoneme-to-grapheme Conversion (2002)

Decadt, B., Daelemans, W., Wambacq, P.

Actieplan voor het Nederlands in de taal- en spraaktechnologie: prioriteiten voor basisvoorzieningen (2002)

Daelemans, W., Strik, W.

Memory-Based Phoneme-to-Grapheme Conversion (2002)

Decadt, B., Duchateau, J., Daelemans, W.

A Named Entity Recognition System for Dutch (2002)

De Meulder, F., Daelemans, W., Hoste, V.

Knowledge and learning in language. (Review of the book Knowledge and learning in language, Ch.D. Yang) (2002)

Daelemans, W.

Introduction to the Special issue on Machine Learning Approaches to Shallow Parsing (2002)

Hammerton, J., Osborne, M., Armstrong, S., Daelemans, W.

Complex Answers: A Case Study using a WWW Question Answering System (2002)

Buchholz, S., Daelemans, W.

We investigate the problem of complex answers in question answering. Complex answers consist of several simple answers. We describe the online question answering system shapaqa, and using data from...

Logistic-based patient grouping for multi-disciplinary treatment (2002)

Maruster, L., Weijters, T., Vries, G.C.A.M. De, Bosch, A. Van Den, Daelemans, W.

Dutch HLT Resources: From BLARK to Priority lists (2002)

H. Strik, W. Daelemans, D. Binnenpoorte, J. Sturm, F. De Vriend, C. Cucchiarini

In this paper we report on a project about Dutch Human Language Technologies (HLT) resources. In this project we first defined a so-called BLARK (Basic LAnguage Resources Kit). Subsequently, a survey...

Strengthening the Dutch Human Language Technology Infrastructure (2001)

Cucchiarini, C., Daelemans, W., Strik, H.

Phoneme-to-grapheme conversion for out-of-vocabulary words in large vocabulary speech recognition (2001)

Decadt, B., Duchateau, J., Daelemans, W., Wambacq, P.

Computational Linguistics in the Netherlands 2000. Selected Papers (2001)

Daelemans, W., Sima'an, K., Veenstra, J., Zavrel, J.

SHAPAQA: Shallow Parsing for Question Answering on the World Wide Web (2001)

Buchholz, S., Daelemans, W.

We introduce shapaqa, a shallow parsing approach to online, open-domain question answering on the WorldWideWeb. Given a form-based natural language question as input, the system uses a memory-based...

Proceedings of the Fifth computational natural language learning workshop (CoNLL-2001), ACL: Toulouse, France, July 6-7th (2001)

Daelemans, W., Zajac, R.

Treetalk: Memory-based word phonemisation (2001)

Daelemans, W., Bosch, A. Van Den

Automatic discovery of workflow models from hospital data (2001)

Maruster, L.M.S., Aalst, W.M.P. Van Der, Weijters, T., Bosch, A. Van Den, Daelemans, W.

Predicting phrase breaks with memory-based learning (2001)

Busser, G.J., Daelemans, W., Bosch, A. Van Den

Book Review of Learnablility in Optimality Theory (2001)

Daelemans, W.

Improving Accuracy in NLP through Combination of Machine Learning Systems (2001)

Halteren, H., Zavrel, J., Daelemans, W.

TiMBL: Tilburg Memory Based Learner, version 4.0, Reference Guide (2001)

Daelemans, W., Zavrel, J., Sloot, K. Van Der, Bosch, A. Van Den

Complex Answers: A Case Study Using a WWW Question Answering System (2001)

S. Buchholz, W. Daelemans

We investigate the problem of complex answers in question answering. Complex answers consist of several simple answers. We describe the online question answering system shapaqa, and using data from...

Complex Answers: A Case Study Using a WWW Question Answering System (2001)

S. Buchholz, W. Daelemans

We investigate the problem of complex answers in question answering. Complex answers consist of several simple answers. We describe the online question answering system shapaqa, and using data from...

Bootstrapping a tagged corpus through combination of existing heterogeneous taggers (2000)

Zavrel, J., Daelemans, W.

Memory-based word sense disambiguation (2000)

Veenstra, J., Bosch, A. Van Den, Buchholz, S., Daelemans, W., Zavrel, J.

Part of speech tagging and lemmatisation for the spoken Dutch corpus (2000)

Eynde, F. Van, Zavrel, J., Daelemans, W.

Hij drinkt niet altijd 't' en ik drink er soms wel: bronnen van hardnekkige werkwoordfouten in het Nederlands (2000)

Sandra, D., Frisson, S., Durieux, G., Daelemans, W.

Genetic algorithms for feature relevance assignment in memory-based language processing (2000)

Kool, A., Daelemans, W., Zavrel, J.

Machine learning for modeling Dutch pronunciation variation (2000)

Hoste, V., Gillis, S., Daelemans, W.

A rule induction approach to modeling regional pronunciation variation (2000)

Hoste, V., Gillis, S., Daelemans, W.

Lazy learning: a comparison of natural and machine learning of stress (2000)

Gillis, S., Daelemans, W., Durieux, G.

The role of algorithm bias vs. information source in learning algorithms for morphosyntactic disambiguation (2000)

De Pauw, G., Daelemans, W.

A short introduction to GRAEL grammar adaptation, evolution and learning (2000)

De Pauw, G., Daelemans, W.

Inductive lexica (2000)

Daelemans, W., Durieux, G.

Zelflerende systemen als instrument voor de taalkunde en de taaltechnologie (2000)

Daelemans, W., De Pauw, G., Durieux, G., Gillis, S., Hoste, V., Tjong Kim Sang, E.F.

Proceedings of the Fourth Conference on Computational Natural Language Learning and of the Second Learning Language in Logic Workshop (CONLL/LLL 2000). Lissabon, Portugal, 13-14 september 2000 (2000)

Cardie, C., Daelemans, W., Nedellec, C., Tjong Kim Sang, E.F.

Meta-Learning for Phonemic Annotation of Corpora (2000)

Hoste, V., Daelemans, W., Tjong Kim Sang, E.F., Gillis, S.

Applying System Combination to Base Noun Phrase Identification (2000)

Tjong Kim Sang, E.F., Daelemans, W., Dejean, H., Koeling, R., Krymolowski, Y., Punyakanok, V., ...

Meta-Learning for Phonemic Annotation of Corpora (2000)

Hoste, V., Daelemans, W., Tjong Kim Sang, E.F., Gillis, S.

TiMBL: Tilburg memory based learner, version 3.0, Reference guide (2000)

Daelemans, W., Zavrel, J., Sloot, K. Van Der, Bosch, A. Van Den

Recent advances in memory-based part-of-speech tagging (1999)

Zavrel, J., Daelemans, W.

Machine learning of word pronunciation: the case against abstraction (1999)

Busser, G.J., Daelemans, W., Bosch, A. Van Den

Special Issue on Memory-based Language Processing (1999)

Daelemans, W.

Memory-Based Shallow Parsing (1999)

Daelemans, W., Buchholz, S., Veenstra, J.

Cascaded Grammatical Relation Assignment (1999)

Buchholz, S., Veenstra, J., Daelemans, W.

Toward an exemplar-based computational model for cognitive grammar (1999)

Daelemans, W.

Machine Learning Approaches (1999)

Daelemans, W.

On the Arbitrariness of Lexical Categories (1999)

Durieux, G., Daelemans, W., Gillis, S.

Forgetting exceptions is harmful in language learning (1999)

Daelemans, W., Bosch, A. Van Den, Zavrel, J.

Memory-Based Language Processing (1999)

Daelemans, W.

Memory-based morphological analysis (1999)

Bosch, A. Van Den, Daelemans, W.

TiMBL: Tilburg Memory-Based Learner, version 2.0, Reference guide (1999)

Daelemans, W., Zavrel, J., Sloot, K. Van Der, Bosch, A. Van Den

Memory-Based Language Processing. Introduction to the . . . (1999)

W. Daelemans

Memory-Based Language Processing (MBLP) views language processing as being based on the direct reuse of previous experience rather than on the use of rules or other structures extracted from that...

Memory-Based Word Sense Disambiguation (1998)

Veenstra, J., Bosch, A. Van Den, Buchholz, S., Daelemans, W., Zavrel, J.

Improving data-driven wordclass tagging by system combination (1998)

Halteren, H.K. Van, Zavrel, J., Daelemans, W.

Toward inductive lexicons: A case study (1998)

Daelemans, W., Durieux, G., Bosch, A. Van Den

Rapid Development of NLP Modules with Memory-based Learning (1998)

Daelemans, W., Bosch, A. Van Den, Zavrel, J., Veenstra, J., Buchholz, S., Busser, G.J.

Do not forget: Full memory in memory-based learning of word pronunciation (1998)

Bosch, A. Van Den, Daelemans, W.

Modularity in inductively-learned word pronunciation systems (1998)

Bosch, A. Van Den, Weijters, T., Daelemans, W.