Suzan Verberne
Hoogleraar Informatica
- Naam
- Prof.dr. S. Verberne
- Telefoon
- +31 71 527 7043
- s.verberne@liacs.leidenuniv.nl
- ORCID iD
- 0000-0002-9609-9505
Suzan Verberne is hoogleraar Natural Language Processing (NLP) bij het Leiden Institute of Advanced Computer Science. Suzan is lid van het interdisciplinaire onderzoeksprogramma Society, Artificial Intelligence and Life Sciences (SAILS). Daarnaast is ze voorzitter van de ethische commissie.
Meer informatie over Suzan Verberne
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Suzan Verberne is universitair hoofddocent aan het Leiden Institute of Advanced Computer Science van de Universiteit Leiden en lid van het interdisciplinaire onderzoeksprogramma Society, Artificial Intelligence and Life Sciences (SAILS). Ze is leider van de groep Text Mining and Retrieval. Ze promoveerde in 2010 op het onderwerp Question Answering en werkt sindsdien op het snijvlak tussen Natural Language Processing (NLP) en Information Retrieval (IR). Ze is betrokken geweest bij projecten met een groot aantal toepassingsdomeinen en samenwerkingsverbanden: van sociale media tot recht en van archeologen tot medische specialisten. Haar recente werk concentreert zich rond interactieve informatietoegang voor specifieke domeinen. Ze is zeer actief in de NLP en IR gemeenschappen en bekleedt voorzittersposities in de grote wereldwijde conferenties. Ze doceert cursussen over Data Science in Text Mining en begeleidt vele bachelor- en masterstudenten.
Hoogleraar Informatica
- Wiskunde en Natuurwetenschappen
- Leiden Inst of Advanced Computer Science
- Askari A., Verberne S., Abolghasemi M.A., Kraaij W. & Pasi G. (2024), Retrieval for extremely long queries and documents with RPRS: a highly efficient and effective transformer-based re-ranker, ACM Transactions on Information Systems 42(5): 115.
- Dirkson A., Verberne S., Oortmerssen G. van, Gelderblom H. & Kraaij W. (2023), How do others cope? : Extracting coping strategies for adverse drug events from social media, Journal of Biomedical Informatics 139: 104228.
- Dijk B.M.A. van, Duijn M.J. van, Verberne S. & Spruit M. (2023), ChiSCor: a corpus of freely-told fantasy stories by Dutch children for computational linguistics and cognitive science. Jing J., Reitter D. & Deng S. (red.), Proceedings of the 27th Conference on Computational Natural Language Learning (CoNLL). 27th Conference on Computational Natural Language Learning (CoNLL) 6 december 2023 - 7 december 2023. Singapore: Association for Computational Linguistics. 352–363.
- Askari A., Aliannejadi M., Abolghasemi M.A., Kanoulas E. & Verberne S. (2023), CLosER: conversational legal longformer with expertise-aware passage response ranker for long contexts, Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM). CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management 21 oktober 2023 - 25 oktober 2023. New York, : Association for Computer Machinery. 25-35.
- Abolghasemi M.A., Verberne S., Askari A. & Azzopardi L. (2023), Retrievability bias estimation using synthetically generated queries, Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM). CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management 21 oktober 2023 - 25 oktober 2023. New York, : Association for Computer Machinery. 3712-3716.
- Askari A., Abolghasemi M.A., Pasi G., Kraaij W. & Verberne S. (2023), Injecting the BM25 score as text improves BERT-based re-rankers. Kamps J., Goeuriot L., Crestani F., Maistro M., Joho H., Davis B., Gurrin C., Kruschwitz U. & Caputo A. (red.), Advances in information retrieval: 45th European Conference on Information Retrieval, ECIR 2023. 45th European Conference on Information Retrieval, ECIR 2023 2 april 2023 - 6 april 2023 nr. 13980. Cham: Springer. 66–83.
- Tseng R., Verberne S. & Putten P.W.H. van der (2023), ChatGPT as a commenter to the news: can LLMs generate human-like opinions?. Ceolin D., Caselli T. & Tulin M. (red.), Disinformation in Open Online Media. MISDOOM 2023: lecture notes in computer science. MISDOOM 2023: Disinformation in Open Online Media 21 november 2023 - 22 november 2023 nr. 14397. Cham: Springer. 160–174.
- Althammer S., Zuccon G., Hofstätter S., Verberne S. & Hanbury A. (2023), Annotating data for fine-tuning a neural ranker?: Current active learning strategies are not better than random selection. Ai Q., Liu Y., Moffat A., Huang X., Sakai T. & Zobel J. (red.), SIGIR-AP '23: Proceedings of the annual international ACM SIGIR conference on research and development in information retrieval in the Asia Pacific region. SIGIR-AP '23: Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region 26 november 2023 - 28 november 2023. New York, N.Y., U.S.A.: Association for Computer Machinery. 139-149.
- Askari A., Aliannejadi M., Kanoulas E. & Verberne S. (2023), A test collection of synthetic documents for training rankers: ChatGPT vs. human experts, Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM). CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management 21 oktober 2023 - 25 oktober 2023. New York, N.Y., U.S.A.: Association for Computer Machinery. 5311-5315.
- Wiggers G., Verberne S., Loon W.S. van & Zwenne G.J. (2023), Bibliometric‐enhanced legal information retrieval: combining usage and citations as flavors of impact relevance, Journal of the Association for Information Science and Technology 74(8): 1010-1025.
- Bascur J., Verberne S., Eck N. van & Waltman L. (2023), Academic information retrieval using citation clusters: in-depth evaluation based on systematic reviews, Scientometrics 128: 2895-2921.
- Bagheri A., Giachanou A., Mosteiro P. & Verberne S. (2023), Natural language processing and text mining: turning unstructured data into structured. In: Asselbergs F.W., Denaxas S., Oberski D.L. & Moore J.H. (red.), Clinical applications of artificial intelligence in real-world data. Cham: Springer. 69-93.
- Wang X., Du Y., Verberne S. & Verbeek F.J. (2023), Fine-grained label learning in object detection with weak supervision of captions, Multimedia Tools and Applications 82(5): 6557-6579.
- Askari A., Aliannejadi M., Meng C., Kanoulas E. & Verberne S (2023), Expand, highlight, generate: RL-driven document generation for passage reranking. Bouamor H., Pino J. & Bali K. (red.), Proceedings of the 2023 conference on empirical methods in natural language processing. The 2023 Conference on Empirical Methods in Natural Language Processing 6 december 2023 - 10 december 2023: Association for Computational Linguistics. 10087–10099.
- Dirkson A.R., Verberne S. & Kraaij W. (2022), Breaking BERT: Understanding its vulnerabilities for biomedical named entity recognition through adversarial attack. arXiv. [working paper].
- Wiggers G., Verberne S., Zwenne G.J. & Loon W.S. van (2022), Exploration of Domain Relevance by Legal Professionals in Information Retrieval Systems, Legal Information Management 22(1): 49-67.
- Congleton C., Putten P.W.H. van der & Verberne S. (2022), Tracing political positioning of Dutch newspapers. Spezzano F., Amaral A., Ceolin D., Fazio L. & Serra E. (red.), Disinformation in Open Online Media. MISDOOM 2022. 4th Multidisciplinary International Symposium, MISDOOM 2022 11 oktober 2022 - 12 oktober 2022. Lecture Notes in Computer Science nr. 13545. Cham: Springer. 27-43.
- Abolghasemi M.A., Askari A. & Verberne S. (2022), On the interpolation of contextualized term-based ranking with BM25 for query-by-example retrieval, Proceedings of the 2022 ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR ’22). ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval 11 juli 2022 - 12 juli 2022. New York: Association for Computing Machinery. 161-170.
- Schouten M., Ramackers G.J. & Verberne S. (2022), Preprocessing requirements documents for automatic UML modelling. Rosso P., Basile V., Martínez R., Métais E. & Meziane F. (red.), Proceedings of the 27th International Conference on Applications of Natural Language to Information Systems, NLDB 2022, LNCS . 27th International Conference on Applications of Natural Language to Information Systems, NLDB 2022 15 juni 2022 - 17 juni 2022. Lecture Notes in Computer Science nr. 13286. Cham: Springer. 184–196.
- Althammer S., Hofstätter S., Verberne S. & Hanbury A. (2022), TripJudge: a relevance judgement test collection for TripClick health retrieval, Proceedings of the 31st ACM International Conference on Information & Knowledge Management (CIKM ’22). CIKM '22: The 31st ACM International Conference on Information and Knowledge Management 17 oktober 2022 - 22 oktober 2022. New York: Association for Computer Machinery. 3801–3805.
- Askari A., Verberne S. & Pasi G. (2022), Expert finding in legal community question answering. Hagen M., Verberne S., Macdonald C., Seifert C., Balog K., Nørvåg K. & Setty V. (red.), Advances in Information Retrieval. ECIR 2022. 44th European Conference on IR Research, ECIR 2022 10 april 2022 - 14 april 2022. Lecture Notes in Computer Science nr. 13185. Cham: Springer. 22-30.
- Althammer S., Hofstätter S., Sertkan M., Verberne S. & Hanbury A. (2022), PARM: a Paragraph Aggregation Retrieval Model for dense document-to-document retrieval. Hagen M., Verberne S., Macdonald C., Seifert C., Balog K., Nørvåg K. & Setty V. (red.), Advances in information retrieval. ECIR 2022. 44th European Conference on IR Research, ECIR 2022 10 april 2022 - 14 april 2022. Lecture Notes in Computer Science nr. 13185. Cham: Springer. 19-34.
- Abolghasemi M.A., Verberne S. & Azzopardi L. (2022), Improving BERT-based query-by-document retrieval with multi-task optimization. Hagen M., Verberne S., Macdonald C., Seifert C., Balog K., Nørvåg K. & Setty V. (red.), Advances in Information Retrieval. ECIR 2022.. 44th European Conference on IR Research, ECIR 2022 10 april 2022 - 14 april 2022. Lecture Notes in Computer Science nr. 13185. Cham: Springer. 3-12.
- Verberne S. (2022), The user perspective in professional information search . In: Vossen P & Fokkens A. (red.), Creating a more transparent internet: Cambridge University Press. 229-243.
- Wang X., Du Y., Verberne S. & Verbeek F.J. (2022), Improving weakly supervised phrase grounding via visual representation contextualization with contrastive learning, Applied Intelligence 53(11): 14690-14702.
- Dirkson A., Hollander D. den, Verberne S., Desar I., Husson O., Graaf W. T A van der, Oosten A., Reyners A. K L, Steeghs N., Loon W. van: Oortmerssen G. van, Gelderblom H. & Kraaij W. (2022), Sample bias in web-based patient-generated health data of Dutch patients with gastrointestinal stromal tumor: survey study, JMIR Formative Research 6(12): e36755.
- Dirkson A.R., Verberne S., Kraaij W., Oortmerssen G. van & Gelderblom H. (2022), Automated gathering of real-world data from online patient forums can complement pharmacovigilance for rare cancers, Scientific Reports 12(1): 10317.
- Wiggers G., Verberne S. & Zwenne G.J. (2022), Citation metrics for legal information retrieval: scholars and practitioners intertwined?, Legal Information Management 22(2): 88-103.
- Brandsen A., Verberne S., Lambers K & Wansleeben M. (2022), Can BERT dig it? Named entity recognition for information retrieval in the archaeology domain, Journal on Computing and Cultural Heritage 15(3): 1-18.
- Hollander D. den, Dirkson A., Verberne S., Kraaij W., Oortmerssen G. van, Gelderblom H., Oosten A., Reyners A.K.L, Steeghs N., Graaf W.T.A. van der, Desar I. & Husson O. (2022), Symptoms reported by gastrointestinal stromal tumour (GIST) patients on imatinib treatment: combining questionnaire and forum data, Supportive Care in Cancer : .
- Brandsen A., Verberne S., Lambers K. & Wansleeben M. (2021), Usability evaluation for online professional search in the Dutch archaeology domain. arXiv. Leiden: Leiden University.
- Reuver M., Verberne S., Morante R. & Fokkens A. (2021), Is stance detection topic-independent and cross-topic generalizable? - A reproduction study. Al-Khatib K., Hou Y. & Stede M. (red.), Proceedings of the 8th Workshop on Argument Mining. 8th Workshop on Argument Mining 10 november 2021 - 11 november 2021 nr. 8: Association for Computational Linguistics. 46–56.
- Voskuil K. & Verberne S. (2021), Improving reference mining in patents with BERT. Frommholz I., Mayr P., Cabanac G. & Verberne S. (red.), Proceedings of the 11th International Workshop on Bibliometric-enhanced Information Retrieval (BIR 2021). the 11th International Workshop on Bibliometric-enhanced Information Retrieval (BIR 2021) 1 april 2021 - 1 april 2021: CEUR. 78-88.
- Reuver M., Fokkens A. & Verberne S. (2021), No NLP task should be an island: multi-disciplinarity for diversity in news recommender systems. Toivonen H. & Boggia M. (red.), Proceedings of the EACL Hackashop on news media content analysis and automated report generation. EACL Hackashop on News Media Content Analysis and Automated Report Generation 19 april 2021 - 19 april 2021: Association for Computational Linguistics. 45-55.
- Frommholz I., Cabanac G., Mayr P. & Verberne S. (2021), Report on the 11th bibliometric-enhanced information retrieval workshop (BIR 2021). SIGIR Forum nr. 55. New York: ACM.
- Goharian N., Ma X. & Verberne S. (2021), Women and disparities in leadership and wages ACM SIGIR Forum nr. 54 New York: ACM.
- Wiggers G. & Verberne S. (2021), The Future of Legal Tech Has Already Begun: Steps for Including Technology in the Legal System. In: Custers B.H.M., Dechesne F. & Hof S. van der (red.), Meesterlijk: liber amicorum ter gelegenheid van het emeritaat van prof.dr. Jaap van den Herik. Meijers-reeks nr. 376. Leiden: Leiden Law School. 115-125.
- Barbouch M., Verberne S. & Verhoef T. (2021), WN-BERT: integrating WordNet and BERT for lexical semantics in natural language understanding, Language and Computers: Studies in Digital Linguistics 11: 105-124.
- Lamprecht A.L., Palmblad M., Ison J., Schwämmle V., Al Manir M.S., Altinas I., Baker C.J.O., Ben Hadj Amor A., Cpaell-Gutierrez S., Charonyktakis P., Crusoe M.R., Gil Y., Goble C., Griffin T.J., Groth P., Ienasescu H., Jagtap P., Kalas M.,Kasalica V., Khanteymoori A., Kuhn T., Mei H., Menager H., Möller S., Richardson R.A., Robert V., Soiland-Reyes S., Stevens R., Szaniszlo S., Verberne S., Verhoeven A. & Wolstencroft K.J. (2021), Perspectives on automated composition of workflows in the life sciences, F1000Research 10: 897.
- Reuver R., Mattis N., Sax M., Verberne S., Tintarev N., Helberger N., Moeller J., Vrijenhoek S., Fokkens A & Atteveldt W. (2021), Are we human, or are we users? : The role of natural language processing in human-centric news recommenders that nudge users to diverse content. Field A., Prabhumoye S., Sap M., Jin Z., Zhao J. & Brockett C. (red.), Proceedings of the 1st workshop on NLP for positive impact. 1st Workshop on NLP for Positive Impact 5 augustus 2021 - 5 augustus 2021: Association for Computational Linguistics. 47-59.
- Vos H.P. de & Verberne S. (2021), Small data problems in political research: a critical replication study. In: Rehbein I., Lapesa G., Glavas G. & Ponzetto S. (red.) 1st Workshop on computational linguistics for political text analysis (CPSS-2021)..
- Althammer S., Askari A., Verberne S. & Hanbury A.H. (2021), DoSSIER@ COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrieval, Proceedings of the eighth international competition on legal information extraction/entailment (COLIEE 2021). Eigth International Competition on Legal Information Extraction/Entailment (COLIEE 2021) 21 juni 2021 - 21 juni 2021 8-14.
- Askari A.. & Verberne S.. (2021), Combining lexical and neural retrieval with longformer-based summarization for effective case law retrieva. Alonso O., Marchesin S., Najork M. & Silvello G. (red.), Proceedings of the second international conference on design of experimental search & information REtrieval systems. 2nd International Conference on Design of Experimental Search & Information REtrieval Systems (DESIRES) 15 september 2021 - 18 september 2021 nr. 2950. Aachen: CEUR. 162-170.
- Magge A., Tutbalina E., Miftahutdinov Z., Alimova I., Dirkson A.R., Verberne S., Weissenbacher D. & Gonzalez-Hernendez G. (2021), DeepADEMiner: a deep learning pharmacovigilance pipeline for extraction and normalization of adverse drug event mentions on Twitter, Journal of the American Medical Informatics Association 28(10): 2184-2192.
- Dirkson A.R., Verberne S. & Kraaij W. (2021), FuzzyBIO: a proposal for fuzzy representation of discontinuous entities. Holderness E., Jimeno Yepes A., Lavelli A., Minard A.L., Pustejovsky J. & Rinaldi F. (red.), Proceedings of the 12th International Workshop on Health Text Mining and Information Analysis. The 12th International Workshop on Health Text Mining and Information Analysis LOUHI 2021 19 april 2021 - 19 april 2021: Association for Computational Linguistics. 77–82.
- Kraaij W., Verberne S., Koldijk S., Korte E. de, Dantzig S. van, Sappelli M., Shoaib M., Bosems S., Achterkamp R., Bonomi A., Schavemaker J., Hulsebosch B., Wabeke T., Vollenbroek-Hutten M., Neerincx M. & Sinderen M. van (2020), Personalized support for well-being at work: an overview of the SWELL project, User Modeling and User-Adapted Interaction 30: 413-446.
- Brandsen A., Verberne S., Lambers K. & Wansleeben M. (2020), Creating a Dataset for Named Entity Recognition in the Archaeology Domain. Calzolari N., Béchet F., Blache P., Choukri K., Cieri C., Declerck T., Goggi S., Isahara H., Maegaard B., Mariani J., Mazo H., Moreno A., Odijk J. & Piperidis S. (red.), Conference Proceedings LREC 2020. The 12th Language Resources and Evaluation Conference (LREC) 2020 11 mei 2020 - 16 mei 2020. Marseilles: The European Language Resources Association. 4573–4577.
- Hu Y. & Verberne S. (2020), Named Entity Recognition for Chinese biomedical patents. Scott D., Bel N. & Zong C. (red.), Proceedings of the 28th International Conference on Computational Linguistics . 28th International Conference on Computational Linguistics 8 december 2020 - 13 december 2020: International Committee on Computational Linguistics. 627-637.
- Suryadikara R., Verberne S. & Takes F.W. (2020), False news classification and dissemination: the case of the 2019 Indonesian presidential election. Stefan Conrad S. & Tiddi I. (red.), Proceedings of the CIKM 2020 Workshops, co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020). 5th International Workshop on Mining Actionable Insights from Social Networks (MAISoN) 20 oktober 2020 - 20 oktober 2020 nr. 2699: CEUR-WS.org. 1-9.
- Vos H.P. de & Verberne S. (2020), Challenges of Applying Automatic Speech Recognition for Transcribing EU Parliament Committee Meetings: A Pilot Study. Fišer D., Eskevich M. & Jong F. de (red.), Proceedings of the LREC 2020Workshop on with Other Types of Political Discourse with Other Types of Political Discourse (ParlaCLARIN II). LREC 2020 Workshop Language Resources and Evaluation Conference 11 mei 2020 - 16 mei 2020. Paris, France: European Language Resources Association (ELRA). 40-43.
- Chios I. & Verberne S. (2020), Helping results assessment by adding explainable elements to the deep relevance matching model, Proceedings of the 3rd International Workshop on ExplainAble Recommendation and Search (EARS 2020). The 3rd International Workshop on ExplainAble Recommendation and Search (EARS 2020) 30 juli 2020 - 30 juli 2020.
- Wiggers G. & Verberne S. (2020), Usage and Citation Metrics for Ranking Algorithms in Legal Information Retrieval Systems. Cabanac G., Frommholz I. & Mayr P. (red.), Proceedings of the 10th International Workshop on Bibliometric-enhanced Information Retrieval. 10th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 42nd European Conference on Information Retrieval (ECIR 2020) 14 april 2020 - 14 april 2020. CEUR Workshop Proceedings nr. 2591: CEUR-WS.org. 42-52.
- Dirkson A.R., Verberne S. & Kraaij W. (2020), Conversation-Aware Filtering of Online Patient Forum Messages. Gonzalez-Hernandez G., Klein A.Z., Flores I., Weissenbacher D., Magge A., O'Connor K., Sarker A., Minard A.L., Tutubalina E., Miftahutdinov Z. & Alimova I. (red.), Proceedings of the Fifth Social Media Mining for Health Applications Workshop & Shared Task. Fifth Social Media Mining for Health Applications Workshop and Shared Task at COLING 2020 12 december 2020 - 12 december 2020: Association for Computational Linguistics. 11-18.
- Duijn M. van, Preuss M., Spaiser V., Takes F.W. & Verberne S. (red.) (2020), Disinformation in Open Online Media. Lecture Notes in Computer Science nr. 12259. Cham: Springer.
- Brandsen A., Lambers K., Verberne S. & Wansleeben M. (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): 21-30.
- Dirkson A.R., Verberne S. & Kraaij W. (2019), Narrative detection in online patient communities. Jorge A.M., Campos R., Jatowt A. & Bhatia S. (red.), Proceedings of Text2Story — Second Workshop on Narrative Extraction From Texts co-located with 41th European Conference on Information Retrieval (ECIR 2019). Text2Story Workshop at European Conference on Information Retrieval 2019 14 april 2019 - 14 april 2019: CEUR-WS. 21-28.
- Dirkson A.R., Verberne S., Sarker A. & Kraaij W. (2019), Data-Driven Lexical Normalization for Medical Social Media, Multimodal Technologies and Interaction 3(3): 60.
- Wiggers G. & Verberne S. (2019), Citation Metrics for Legal Information Retrieval Systems. Cabanac G., Frommholz I. & Mayr P. (red.), Proceedings of the 8th International Workshop on Bibliometric-enhanced Information Retrieval (BIR), co-located with the 41st European Conference on Information Retrieval (ECIR 2019), Cologne, Germany, April 14th, 2019. 8th International Workshop on Bibliometric-enhanced Information Retrieval 14 april 2019 - 14 april 2019. CEUR Workshop Proceedings nr. 2345 39-50.
- Verberne S., Krahmer E., Wubben S. & Bosch A. van den (2019), Query-based summarization of discussion threads, Natural Language Engineering 26(1): 3-29.
- Burger J.P., Kanhai S., Pleijter A.R.J. & Verberne S. (2019), The reach of commercially motivated junk news on Facebook, PLoS ONE 14(8): e0220446.
- Verberne S., Chios G. & Wang J. (2019), Extracting and Matching Patent In-text References to Scientific Publications. Chandrasekaran M.K. & Mayr P. (red.), Proceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019). Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries 25 juli 2019 - 25 juli 2019 nr. 2414: CEUR-WS. 56-69.
- Verberne S., He J., Wiggers G., Russell-Rose T., Kruschwitz U. & Vries A.P. de (2019), Information search in a professional context – exploring a collection of professional search tasks. arXiv. [working paper].
- Burgh B. van der & Verberne S. (2019), The merits of Universal Language Model Fine-tuning for Small Datasets–a case with Dutch book reviews. arXiv. [working paper].
- Verberne S., Batenburg A., Sanders R., Eenbergen M. van, Das E. & Lambooij M.S. (2019), Analyzing Empowerment Processes Among Cancer Patients in an Online Community: A Text Mining Approach, JMIR Cancer 5(1): e9887.
- Beeksma M., Verberne S., Bosch A. van den, Hendrickx I., Das E. & Groenewoud S. (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.
- Dirkson A.R., Verberne S. & Kraaij W. (2019), Lexical Normalization of User-Generated Medical Forum Data. Weissenbacher D. & Gonzalez-Hernandez G. (red.), Proceedings of the Fourth Social Media Mining for Health Applications (SMM4H) Workshop & Shared Task. Fourth Social Media Mining for Health Applications (#SMM4H) Workshop & Shared Task 2 augustus 2019 - 2 augustus 2019: Association for Computational Linguistics. 11-20.
- Dirkson A.R. & Verberne S. (2019), Transfer Learning for Health-related Twitter Data. Weissenbacher D. & Gonzales-Hernandez G. (red.), Proceedings of the Fourth Social Media Mining for Health Applications (SMM4H) Workshop & Task. Social Media Mining for Health Applications (SMM4H) Workshop & Shared Task at ACL 2019 2 augustus 2019 - 2 augustus 2019 nr. SMM4H: Association for Computational Linguistics. 89-92.
- Boer M. de, Dirkson A.R., Oortmerssen G. van & Verberne S. (2018), The Patient Forum Miner: Text Mining for patient communities. Brandsen A., Dirkson A., Kraaij W., Lamers W., Verberne S., Vos H. de & Wiggers G. (red.), Proceedings of the 17th Dutch-Belgian Information Retrieval Workshop,. The 17th Dutch-Belgian Information Retrieval workshop 23 november 2018 - 23 november 2018 25-26.
- Verberne S. (2018), Explainable IR for personalizing professional search. Dietz L., Koesten L. & Verberne S. (red.), 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). the First International Workshop on Professional Search (ProfS2018) 12 juli 2018 - 12 juli 2018 nr. 2127: CEUR-WS. 35-42.
- Kaal S.E.J., Husson O., Dartel F. van, Hermans K., Jansen R., Manten-Horst E., Servaes P., Belt T.H. van de, Engelen L.J.L.P.G., Prins J.B., Verberne S. & Graaf W.T.A. van der (2018), Online support community for adolescents and young adults (AYAs) with cancer: user statistics, evaluation and content analysis, Patient Preference and Adherence 2018(12): 2615-2622.
- Verberne S., He J., Kruschwitz U., Wiggers G., Larsen B., Russell-Rose T. & Vries A.P. de (2018), Report on the First International Workshop on Professional Search. [overig].
- Brandsen A., Verberne S. & Wansleeben M. (2018), Named Entity Recognition in Dutch Archaeological Research Reports. Computational Linguistics in the Netherlands (CLIN) 28, Nijmegen. 26 januari 2018 - 26 januari 2018. [conferentie poster].
- Wiggers G., Verberne S. & Zwenne G.J. (2018), Exploration of Intrinsic Relevance Judgments by Legal Professionals in Information Retrieval Systems. Brandsen A., Dirkson A.R., Kraaij W., Lamers W., Verberne S., Vos H. de & Wiggers G. (red.), Proceedings of the 17th Dutch-Belgian Information Retrieval workshop. The 17th Dutch-Belgian Information Retrieval workshop 23 november 2018 - 23 november 2018. Leiden: DIR. 5-8.
- Eenbergen M.C. van, Poll-Franse L.V. van de, Krahmer E., Verberne S. & Mols F. (2018), Analysis of Content Shared in Online Cancer Communities: Systematic Review, JMIR Cancer 4(1): e6.
- Dirkson A.R., Verberne S., Oortmerssen G. van & Kraaij W. (2018), Lexical Normalization of User-generated Medical Forum Data, Proceedings of the 17th Dutch-Belgian Information Retrieval workshop. Dutch-Belgian Information Retrieval Workshop 23 november 2018 - 23 november 2018 1-4.
- Oortmerssen G. van, Raaijmakers S., Sappelli M., Boertjes E., Verberne S., Walasek N. & Kraaij W. (2018), Analyzing cancer forum discussions with text mining. Riano D., Peleg M., Lenz R., Reichert M., Denecke K., Deng Y., Declerck T. & Harmelen F. van (red.), Proceedings of the International Joint Workshop KR4HC - ProHealth 2017 (in conjunction with AIME 2017). International Joint Workshop KR4HC - ProHealth 2017 (in conjunction with AIME 2017) 24 juni 2017 - 24 juni 2017 127-130.
- Verberne S., Krahmer E., Hendrickx I., Wubben S. & Bosch A. van den (2018), Creating a reference data set for the summarization of discussion forum threads, Language Resources and Evaluation 52(2): 461-483.
- Widmann N. & Verberne S. (2017), Graph-based semi-supervised learning for text classification, ICTIR 2017 - Proceedings of the 2017 ACM SIGIR International Conference on the Theory of Information Retrieval. ICTIR'17 1 oktober 2017 - 4 oktober 2017. New York: ACM. 59-66.
- Sappelli M., Verberne S. & Kraaij W. (2017), Evaluation of context-aware recommendation systems for information re-finding, Journal of the Association for Information Science and Technology 68(4): 895–910.
- Verberne S. (2017), Deep Learning revolutie - en wat nu?, DIXIT ( Tijdschrift over toegepaste taal- en spraaktechnologie) 14(1): 28-29.
- D’hondt E., Verberne S., Oostdijk N. & Boves L. (2017), Patent Classification on Subgroup Level Using Balanced Winnow. In: Lupu M., Mayer K., Kando N. & Trippe A.J. (red.), Current Challenges in Patent Information Retrieval. The Information Retrieval Series nr. 37. Heidelberg: Springer. 299-324.
- Verberne S., Leeuwen R. van, Gerritsen G. & Boves L. (2017), RemBench: A Digital Workbench for Rembrandt Research. In: Odijk J. & Hessen A. van (red.), CLARIN in the Low Countries. London: Ubiquity Press. 329–342.
- Verberne S., Bosch A. van den, Wubben S. & Krahmer E. (2017), Automatic summarization of domain-specific forum threads: Collecting reference data, CHIIR 2017 - Proceedings of the 2017 Conference Human Information Interaction and Retrieval. CHIR'17 7 maart 2018 - 11 maart 2018. New York: ACM. 253-256.
- Sappelli M., Verberne S. & Kraaij W. (2016), Adapting the interactive activation model for context recognition and identification, ACM Transactions on Interactive Intelligent Systems 6(3): 22-30.
- Sappelli M., Pasi G., Verberne S., Boer M. de & Wessel Kraaij (2016), Assessing e-mail intent and tasks in e-mail messages, Information Sciences 358: 1-17.
- Verberne S., Heijden M. van der, Hinne M., Sappelli M., Koldijk S., Hoenkamp E. & Kraaij W. (2013), Reliability and Validity of Query Intent Assessments, Journal of the American Society for Information Science and Technology 64(11): 2224-2237.