Publications

Also see my My Google Scholar profile.



Journal papers

2020

  • Wessel Kraaij, Suzan Verberne, Saskia Koldijk, Elsbeth de Korte, Saskia van Dantzig, Maya Sappelli, Muhammad Shoaib, Steven Bosems, Reinoud Achterkamp, Alberto Bonomi, John Schavemaker, Bob Hulsebosch, Thymen Wabeke, Miriam Vollenbroek-Hutten, Mark Neerincx, Marten van Sinderen. “Personalized support for well-being at work: an overview of the SWELL project” (2002) User Modeling and User-Adapted Interaction: 30, pp. 413–446. https://doi.org/10.1007/s11257-019-09238-3
  • Suzan Verberne, Emiel Krahmer, Sander Wubben, Antal van den Bosch (2020). Query-based summarization of discussion threads. Natural Language Engineering, Volume 26, Issue 1, pp. 3-2 DOI: 10.1017/S1351324919000123

2019

  • Anne Dirkson, Suzan Verberne, Abeed Sarker, and Wessel Kraaij (2019). Data-Driven Lexical Normalization for Medical Social Media. Multimodal Technologies and Interaction 2019, 3(3), 60; https://doi.org/10.3390/mti3030060
  • Peter Burger, Soeradj Kanhai, Alexander Pleijter, Suzan Verberne (2019). The reach of commercially motivated junk news on Facebook. PLoS ONE 14(8): e0220446. https://doi.org/10.1371/journal.pone.0220446
  • Alex Brandsen, Karsten Lambers, Milco Wansleben, Suzan Verberne (2019). User Requirement Solicitation for an Information Retrieval System Applied to Dutch Grey Literature in the Archaeology Domain. Journal of Computer Applications in Archaeology 2(1), pp. 21–30. DOI: http://doi.org/10.5334/jcaa.33
  • Merijn Beeksma, Suzan Verberne, Antal van den Bosch, Iris Hendrickx, Enny Das, Stef Groenewoud (2019). Predicting life expectancy with a long short-term memory recurrent neural network using electronic medical records. BMC Medical Informatics and Decision Making. 19:36. https://doi.org/10.1186/s12911-019-0775-2
  • Suzan Verberne, Anika Batenburg, Remco Sanders, Mies van Eenbergen, Enny Das, Mattijs Lambooij (2019). Analyzing Empowerment Processes Among Cancer Patients in an Online Community: A Text Mining Approach. JMIR Cancer 2019;5(1):e9887 DOI: 10.2196/cancer.9887

2018

2017

2016

2014

2013

2011 and before

Preprints

  • Ken Voskuil and Suzan Verberne (2021). “Improving reference mining in patents with BERT” arXiv preprint, January 2021 https://arxiv.org/abs/2101.01039.
  • Arjun Magge, Elena Tutubalina, Zulfat Miftahutdinov, Ilseyar Alimova, Anne Dirkson, Suzan Verberne, Davy Weissenbacher, and Graciela Gonzalez-Hernandez. DeepADEMiner: A Deep Learning Pharmacovigilance Pipeline for Extraction and Normalization of Adverse Drug Effect Mentions on Twitter. medRxiv preprint (2020). doi:10.1101/2020.12.15.20248229
  • Jeroen Offerijns, Suzan Verberne, Tessa Verhoef (2020). “Better Distractions: Transformer-based Distractor Generation and Multiple Choice Question Filtering” arXiv preprint, October 2020 arXiv:2010.09598.
  • Benjamin van der Burgh and Suzan Verberne (2019). “The merits of Universal Language Model Fine-tuning for Small Datasets–a case with Dutch book reviews” arXiv preprint, October 2019 arXiv:1910.00896.
  • Suzan Verberne, Jiyin He, Gineke Wiggers, Tony Russell-Rose, Udo Kruschwitz, Arjen P. de Vries (2019). Information search in a professional context – exploring a collection of professional search tasks. arXiv pre-print, May 2019. arXiv:1905.04577
  • Suzan Verberne, Arjen P. de Vries, Wessel Kraaij (2018). Author-topic profiles for academic search. arXiv pre-print, April 2018. arXiv:1804.11131

Book chapters

Refereed papers in A-level conference proceedings

(A-level conferences are conferences with high impact and low acceptance rate, especially ECIR, SIGIR, EACL, ACL)

Refereed papers in B-level conference proceedings

Refereed papers in workshop proceedings

  • Anne Dirkson, Suzan Verberne, Wessel Kraaij (2020). Conversation-Aware Filtering of Online Patient Forum Messages (pdf). In the Proceedings of the Fifth Social Media Mining for Health Applications Workshop & Shared Task, pp. 11-18
  • Rayan Suryadikara, Suzan Verberne, Frank W. Takes (2020). False News Classification and Dissemination: The case of the 2019 Indonesian Presidential Election (pdf). In the Proceedings of the CIKM 2020 Workshops, co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), CEUR-WS, Vol. 2699.
  • Ioannis Chios and Suzan Verberne (2020). Helping results assessment by adding explainable elements to the deep relevance matching model (pdf). In the Proceedings of the 3rd International Workshop on ExplainAble Recommendation and Search (EARS 2020)
  • Hugo de Vos and Suzan Verberne (2020). Challenges of Applying Automatic Speech Recognition for Transcribing EUParliament Committee Meetings: A Pilot Study (pdf). In the Proceedings of ParlaCLARIN II Workshop, pages 40–43.
  • Gineke Wiggers and Suzan Verberne (2020). Usage and Citation Metrics for Ranking Algorithms in Legal Information Retrieval Systems. In the Proceedings of the 10th International Workshop on Bibliometric-enhanced Information Retrieval, co-located with 42nd European Conference on Information Retrieval (ECIR 2020), CEUR workshop proceedings Vol-2591, page 42-52
  • Juan Pablo Bascur, Suzan Verberne, Nees Jan van Eck, Ludo Waltman (2020). Browsing Citation Clusters for Academic Literature Search: A Simulation Study with Systematic Reviews. In the Proceedings of the 10th International Workshop on Bibliometric-enhanced Information Retrieval, co-located with 42nd European Conference on Information Retrieval (ECIR 2020), CEUR workshop proceedings Vol-2591, 53-65
  • Anne Dirkson and Suzan Verberne (2019). “Transfer Learning for Health-related Twitter Data“. In: Proceedings of the Fourth Social Media Mining for Health Applications (#SMM4H) Workshop & Shared Task at ACL 2019, Florence, Italy. pp. 89–92
  • Anne Dirkson, Suzan Verberne, Wessel Kraaij (2019). “Lexical Normalization of User-Generated Medical Text“. In: Proceedings of the Fourth Social Media Mining for Health Applications (#SMM4H) Workshop & Shared Task at ACL 2019, Florence, Italy. pp. 11–20
  • Suzan Verberne, Ioannis Chios, Jian Wang (2019). “Extracting and Matching Patent In-text References to Scientific Publications” . In the Proceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019), co-located with the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), Paris, France, July 25, 2019 pp. 35-42
  • Anne Dirkson, Suzan Verberne, Wessel Kraaij (2019). Narrative Detection in Online Patient Communities. In Proceedings of Text2Story — Second Workshop on Narrative Extraction From Texts, co-located with 41th European Conference on Information Retrieval (ECIR 2019), Cologne, Germany, April 14th, 2019. CEUR workshop proceedings Vol-2342, pp 21-28
  • Gineke Wiggers and Suzan Verberne (2019). Citation Metrics for Legal Information Retrieval Systems. In Proceedings of the 8th International Workshop on Bibliometric-enhanced Information Retrieval (BIR) co-located with the 41st European Conference on Information Retrieval (ECIR 2019), CEUR workshop proceedings Vol-2345, pp. 56-69.
  • Maaike de Boer, Anne Dirkson, Gerard van Oortmerssen, Suzan Verberne (2018). “The Patient Forum Miner: Text Mining for patient communities” In Proceedings of the 17th Dutch-Belgian Information Retrieval Workshop, pp. 25-26
  • Anne Dirkson, Suzan Verberne, Gerard van Oortmerssen, Wessel Kraaij (2018). “Lexical normalization of user-generated forum data” In Proceedings of the 17th Dutch-Belgian Information Retrieval Workshop, pp. 1-4
  • Gineke Wiggers, Suzan Verberne, Gerrit-Jan Zwenne (2018). “Exploration of Intrinsic Relevance Judgments by Legal Professionals in Information Retrieval Systems” In Proceedings of the 17th Dutch-Belgian Information Retrieval Workshop, pp. 5-8
  • Suzan Verberne (2018). “Explainable IR for personalizing professional search” (position paper). In the Joint Proceedings of the First International Workshop on Professional Search (ProfS2018); the Second Workshop on Knowledge Graphs and Semantics for Text Retrieval, Analysis, and Understanding (KG4IR); and the International Workshop on Data Search (DATA:SEARCH’18). Co-located with (ACM SIGIR 2018), pp. 35-42
  • Gerard van Oortmerssen, Stephan Raaijmakers, Maya Sappelli, Erik Boertjes, Suzan Verberne, Nicole Walasek, Wessel Kraaij (2017). “Analyzing cancer forum discussions with text mining”. In the proceedings of the Second International Workshop on Extraction and Processing of Rich Semantics from Medical Texts
  • Suzan Verberne, Thymen Wabeke and Rianne Kaptein (2016). Boolean Queries for News Monitoring: Suggesting new query terms to expert users. The First International Workshop on Recent Trends in News Information Retrieval (NewsIR’16)
  • Suzan Verberne, Thymen Wabeke and Rianne Kaptein (2015). “QUINN: Query Updates for News Monitoring”. In Proceedings of the 14th Dutch-Belgian Information Retrieval Workshop, Amsterdam, the Netherlands, p. 30.
  • Maya Sappelli, Suzan Verberne, Saskia Koldijk and Wessel Kraaij (2014). Collecting a dataset of information behaviour in context. Proceedings of the 4th Workshop on Context-Awareness in Retrieval and Recommendation (CARR @ ECIR 2014), pp 26-29, ACM New York, NY, USA
  • Suzan Verberne, Maya Sappelli, Diana R. Sørensen, Wessel Kraaij (2013). Personalization in Professional Academic Search. In: M. Lupu, M. Salampasis, N. Fuhr, A. Hanbury, B. Larsen, H. Strindberg (eds.): Proceedings of the Integrating IR technologies for Professional Search Workshop at ECIR, Moscow, Russia, 24 March 2013
  • Maya Sappelli, Suzan Verberne, Maarten van der Heijden, Max Hinne, Wessel Kraaij (2012). Collecting ground truth data for query intent. In Proceedings of the Dutch-Belgium Information Retrieval workshop (DIR 2012)
  • Suzan Verberne, Eva D’Hondt, Nelleke Oostdijk, Cornelis H.A. Koster (2010). Quantifying the Challenges in Parsing Patent Claims. Proceedings of the 1st International Workshop on Advances in Patent Information Retrieval (AsPIRe 2010) at ECIR 2010, Milton Keynes, UK pp. 14-21.
  • Max Hinne, Maarten van der Heijden, Suzan Verberne, Wessel Kraaij (2011). A multi-dimensional model for search intent. Proceedings of the Dutch-Belgium Information Retrieval workshop (DIR 2011)
  • Nelleke Oostdijk, Hans van Halteren, Eva D’Hondt, Suzan Verberne (2010). Genre and Domain in Patent Texts. Proceedings of the The 3rd International Workshop on Patent Information Retrieval (PAIR) at CIKM 2010, pp 39-46
  • Maarten van der Heijden, Max Hinne, Suzan Verberne, Eduard Hoenkamp, Theo van der Weide, Wessel Kraaij (2010). When is a query a question? Reconstructing wh-requests from ad hoc-queries. Proceedings of the Query Representation and Understanding workshop at SIGIR 2010 (pp. 17-20)
  • Eva D’Hondt, Suzan Verberne, Nelleke Oostdijk, Lou Boves (2010). Re-ranking based on Syntactic Dependencies in Prior-Art Retrieval. Proceedings of the Dutch-Belgium Information Retrieval workshop 2010 (DIR 2010), pages 23-30
  • Suzan Verberne, Max Hinne, Maarten van der Heijden, Wessel Kraaij, Eva D’hondt, Theo van der Weide (2009). Annotating URLs with query terms: What factors predict reliable annotations?. Proceedings of the Understanding the User (UIIR) workshop at SIGIR 2009, pp. 40-43
  • Suzan Verberne, Hans van Halteren, Stephan Raaijmakers, Daphne Theijssen, Lou Boves (2009). Learning to Rank QA data. Proceedings of the Learning to Rank workshop at SIGIR 2009, pp. 41-48
  • Suzan Verberne, Stephan Raaijmakers, Daphne Theijssen, Lou Boves (2009). Learning to Rank Answers to Why-Questions. Proceedings of the Dutch-Belgium Information Retrieval workshop (DIR 2009), pp. 34-41.
  • Cornelis H.A. Koster, Nelleke Oostdijk, Suzan Verberne, Eva D’Hondt (2009). Challenges in Professional Search with PHASAR. Proceedings of the Dutch-Belgium Information Retrieval workshop (DIR 2009), pp 101-102 (poster).
  • Maarten van der Heijden, Max Hinne, Wessel Kraaij, Suzan Verberne, Theo van der Weide (2009). Using query logs and click data to create improved document descriptions. Proceedings of WSCD 2009, pp. 64-67.
  • Mahboob Khalid and Suzan Verberne (2008). Passage Retrieval for Question Answering using Sliding Windows. In Proceedings of COLING 2008, workshop Information Retrieval for Question Answering (IR4QA).
  • Suzan Verberne (2007). Evaluating Answer Extraction for Why-QA using RST-annotated Wikipedia texts. In Proceedings of the Twelfth ESSLLI Student Session, Dublin, pp. 255-266.

Reports and working notes (non-refereed)

Publications for a general audience (in Dutch)