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MFAQ: a Multilingual FAQ Dataset


Oct 05, 2021
Maxime De Bruyn, Ehsan Lotfi, Jeska Buhmann, Walter Daelemans

* Accepted at MRQA workshop (EMNLP 2021) 

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Teach Me What to Say and I Will Learn What to Pick: Unsupervised Knowledge Selection Through Response Generation with Pretrained Generative Models


Oct 05, 2021
Ehsan Lotfi, Maxime De Bruyn, Jeska Buhmann, Walter Daelemans

* Accepted at ConvAI workshop (EMNLP 2021) 

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ConveRT for FAQ Answering


Aug 03, 2021
Maxime De Bruyn, Ehsan Lotfi, Jeska Buhmann, Walter Daelemans


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Character-level Transformer-based Neural Machine Translation


May 22, 2020
Nikolay Banar, Walter Daelemans, Mike Kestemont


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Distilling neural networks into skipgram-level decision lists


May 18, 2020
Madhumita Sushil, Simon Ĺ uster, Walter Daelemans


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The European Language Technology Landscape in 2020: Language-Centric and Human-Centric AI for Cross-Cultural Communication in Multilingual Europe


Mar 30, 2020
Georg Rehm, Katrin Marheinecke, Stefanie Hegele, Stelios Piperidis, Kalina Bontcheva, Jan Hajič, Khalid Choukri, Andrejs Vasiļjevs, Gerhard Backfried, Christoph Prinz, José Manuel Gómez Pérez, Luc Meertens, Paul Lukowicz, Josef van Genabith, Andrea Lösch, Philipp Slusallek, Morten Irgens, Patrick Gatellier, Joachim Köhler, Laure Le Bars, Dimitra Anastasiou, Albina Auksoriūtė, Núria Bel, António Branco, Gerhard Budin, Walter Daelemans, Koenraad De Smedt, Radovan Garabík, Maria Gavriilidou, Dagmar Gromann, Svetla Koeva, Simon Krek, Cvetana Krstev, Krister Lindén, Bernardo Magnini, Jan Odijk, Maciej Ogrodniczuk, Eiríkur Rögnvaldsson, Mike Rosner, Bolette Sandford Pedersen, Inguna Skadiņa, Marko Tadić, Dan Tufiş, Tamás Váradi, Kadri Vider, Andy Way, François Yvon

* Proceedings of the 12th Language Resources and Evaluation Conference (LREC 2020). To appear 

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Current Limitations in Cyberbullying Detection: on Evaluation Criteria, Reproducibility, and Data Scarcity


Oct 25, 2019
Chris Emmery, Ben Verhoeven, Guy De Pauw, Gilles Jacobs, Cynthia Van Hee, Els Lefever, Bart Desmet, VĂ©ronique Hoste, Walter Daelemans


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Why can't memory networks read effectively?


Oct 16, 2019
Simon Ĺ uster, Madhumita Sushil, Walter Daelemans


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A weakly supervised sequence tagging and grammar induction approach to semantic frame slot filling


Jun 15, 2019
Janneke van de Loo, Guy De Pauw, Walter Daelemans


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Effective weakly supervised semantic frame induction using expression sharing in hierarchical hidden Markov models


Jan 30, 2019
Janneke van de Loo, Jort F. Gemmeke, Guy De Pauw, Bart Ons, Walter Daelemans, Hugo Van hamme


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Multilingual Cross-domain Perspectives on Online Hate Speech


Sep 11, 2018
Tom De Smedt, Sylvia Jaki, Eduan Kotzé, Leïla Saoud, Maja Gwóźdź, Guy De Pauw, Walter Daelemans

* CLiPS Technical Report Series 8 (2018) 1-24 
* 24 pages 

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Rule induction for global explanation of trained models


Aug 29, 2018
Madhumita Sushil, Simon Ĺ uster, Walter Daelemans

* Accepted at the Workshop on 'Analyzing and interpreting neural networks for NLP' (BlackboxNLP), EMNLP 2018 

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Patient representation learning and interpretable evaluation using clinical notes


Jul 03, 2018
Madhumita Sushil, Simon Ĺ uster, Kim Luyckx, Walter Daelemans

* Journal of Biomedical Informatics Volume 84C (2018) pp. 103-113 
* Accepted manuscript at Journal of Biomedical Informatics 

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CliCR: A Dataset of Clinical Case Reports for Machine Reading Comprehension


Mar 26, 2018
Simon Ĺ uster, Walter Daelemans

* Accepted at NAACL 2018 

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Automatic Detection of Cyberbullying in Social Media Text


Jan 17, 2018
Cynthia Van Hee, Gilles Jacobs, Chris Emmery, Bart Desmet, Els Lefever, Ben Verhoeven, Guy De Pauw, Walter Daelemans, VĂ©ronique Hoste

* 21 pages, 9 tables, under review 

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Unsupervised patient representations from clinical notes with interpretable classification decisions


Nov 14, 2017
Madhumita Sushil, Simon Ĺ uster, Kim Luyckx, Walter Daelemans

* Accepted poster at NIPS 2017 Workshop on Machine Learning for Health (https://ml4health.github.io/2017/

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Unsupervised Context-Sensitive Spelling Correction of English and Dutch Clinical Free-Text with Word and Character N-Gram Embeddings


Oct 19, 2017
Pieter Fivez, Simon Ĺ uster, Walter Daelemans

* CLIN Journal, Volume 7, 2017 
* Appears in volume 7 of the CLIN Journal, http://www.clinjournal.org/biblio/volume 

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A Short Review of Ethical Challenges in Clinical Natural Language Processing


Mar 29, 2017
Simon Šuster, Stéphan Tulkens, Walter Daelemans

* First Workshop on Ethics in Natural Language Processing (EACL'17) 

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A Dictionary-based Approach to Racism Detection in Dutch Social Media


Aug 31, 2016
Stéphan Tulkens, Lisa Hilte, Elise Lodewyckx, Ben Verhoeven, Walter Daelemans

* 7 pages, presented at the first workshop on Text Analytics for Cybersecurity and Online Safety (TA-COS), collocated with LREC 2016 

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Using Distributed Representations to Disambiguate Biomedical and Clinical Concepts


Aug 19, 2016
Stéphan Tulkens, Simon Šuster, Walter Daelemans

* Proceedings of the 15th Workshop on Biomedical Natural Language Processing, Berlin, Germany, 2016, pages 77-82. Association for Computational Linguistics 
* 6 pages, 1 figure, presented at the 15th Workshop on Biomedical Natural Language Processing, Berlin 2016 

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Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource


Jul 01, 2016
Stéphan Tulkens, Chris Emmery, Walter Daelemans

* in LREC 2016 

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Predicting the Effectiveness of Self-Training: Application to Sentiment Classification


Jan 13, 2016
Vincent Van Asch, Walter Daelemans


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The Effects of Age, Gender and Region on Non-standard Linguistic Variation in Online Social Networks


Jan 11, 2016
Claudia Peersman, Walter Daelemans, Reinhild Vandekerckhove, Bram Vandekerckhove, Leona Van Vaerenbergh


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Meta-Learning for Phonemic Annotation of Corpora


Aug 18, 2000
Veronique Hoste, Walter Daelemans, Erik Tjong Kim Sang, Steven Gillis

* Proceedings of ICML-2000, Stanford University, CA, USA 
* 8 pages 

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Applying System Combination to Base Noun Phrase Identification


Aug 17, 2000
Erik F. Tjong Kim Sang, Walter Daelemans, Herve Dejean, Rob Koeling, Yuval Krymolowski, Vasin Punyakanok, Dan Roth

* Proceedings of COLING 2000, Saarbruecken, Germany 
* 7 pages 

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Bootstrapping a Tagged Corpus through Combination of Existing Heterogeneous Taggers


Jul 13, 2000
Jakub Zavrel, Walter Daelemans

* Proceedings of the 2nd International Conference on Language Resources and Evaluation (LREC 2000), pp. 17--20 
* 4 pages 

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Memory-Based Shallow Parsing


Jun 02, 1999
Walter Daelemans, Sabine Buchholz, Jorn Veenstra

* 8 pages, to appear in: Proceedings of the EACL'99 workshop on Computational Natural Language Learning (CoNLL-99), Bergen, Norway, June 1999 

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Cascaded Grammatical Relation Assignment


Jun 02, 1999
Sabine Buchholz, Jorn Veenstra, Walter Daelemans

* 8 pages, to appear in: proceedings of EMNLP/VLC-99, University of Maryland, USA, June 21-22, 1999 

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Forgetting Exceptions is Harmful in Language Learning


Dec 22, 1998
Walter Daelemans, Antal van den Bosch, Jakub Zavrel

* 31 pages, 7 figures, 10 tables. uses 11pt, fullname, a4wide tex styles. Pre-print version of article to appear in Machine Learning 11:1-3, Special Issue on Natural Language Learning. Figures on page 22 slightly compressed to avoid page overload 

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