Carsten Eickhoff

2026

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Tutorial on Mechanistic Interpretability.
Catherine Chen|Maria Heuss|Carsten Eickhoff
Advances in Information Retrieval - 48th European Conference on Information Retrieval, ECIR 2026, Delft, The Netherlands, March 29 - April 2, 2026, Proceedings, Part IV

2025

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Report from the 4th Strategic Workshop on Information Retrieval in Lorne (SWIRL 2025).
Johanne R. Trippas|J. Shane Culpepper|Mohammad Aliannejadi|James Allan|Enrique Amigó|Jaime Arguello|Leif Azzopardi|Peter Bailey|Jamie Callan|Rob Capra|Nick Craswell|W. Bruce Croft|Jeff Dalton|Gianluca Demartini|Laura Dietz|Zhicheng Dou|Carsten Eickhoff|Michael D. Ekstrand|Nicola Ferro|Norbert Fuhr|Dorota Glowacka|Faegheh Hasibi|Danula Hettiachchi|Rosie Jones|Jaap Kamps|Noriko Kando|Sarvnaz Karimi|Makoto P. Kato|Bevan Koopman|Yiqun Liu|Chenglong Ma|Joel Mackenzie|Maria Maistro|Jiaxin Mao|Dana McKay|Bhaskar Mitra|Stefano Mizzaro|Alistair Moffat|Josiane Mothe|Iadh Ounis|Lida Rashidi|Yongli Ren|Mark Sanderson|Rodrygo L. T. Santos|Falk Scholer|Chirag Shah|Laurianne Sitbon|Ian Soboroff|Damiano Spina|Paul Thomas|Julián Urbano|Arjen P. de Vries|Ryen White|Abby Yuan|Hamed Zamani|Oleg Zendel|Min Zhang|Shengyao Zhuang|Justin Zobel|Guido Zuccon
SIGIR Forum 2025 Volume 59 Issue 1
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Report on the Workshop on Explainability in Information Retrieval (WExIR) at SIGIR 2025.
Maria Heuss|Catherine Chen|Avishek Anand|Carsten Eickhoff|Suzan Verberne
SIGIR Forum 2025 Volume 59 Issue 2
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MechIR: A Mechanistic Interpretability Framework for Information Retrieval.
Andrew Parry|Catherine Chen|Carsten Eickhoff|Sean MacAvaney
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part V
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Workshop on Explainability in Information Retrieval.
Maria Heuss|Catherine Chen|Avishek Anand|Carsten Eickhoff|Suzan Verberne
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
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Towards Best Practices of Axiomatic Activation Patching in Information Retrieval.
Gregory Polyakov|Catherine Chen|Carsten Eickhoff
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

2024

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Retrieval Augmented Zero-Shot Text Classification.
Tassallah Abdullahi|Ritambhara Singh|Carsten Eickhoff
Proceedings of the 2024 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2024, Washington, DC, USA, 13 July 2024
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Evaluating Search System Explainability with Psychometrics and Crowdsourcing.
Catherine Chen|Carsten Eickhoff
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
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Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models.
Catherine Chen|Jack Merullo|Carsten Eickhoff
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

2023

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Predictive Uncertainty-based Bias Mitigation in Ranking.
Maria Heuss|Daniel Cohen|Masoud Mansoury|Maarten de Rijke|Carsten Eickhoff
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

2022

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CATS: Customizable Abstractive Topic-based Summarization.
Seyed Ali Bahrainian|George Zerveas|Fabio Crestani|Carsten Eickhoff
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 1
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Inconsistent Ranking Assumptions in Medical Search and Their Downstream Consequences.
Daniel Cohen|Kevin Du|Bhaskar Mitra|Laura Mercurio|Navid Rekabsaz|Carsten Eickhoff
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
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Mitigating Bias in Search Results Through Contextual Document Reranking and Neutrality Regularization.
George Zerveas|Navid Rekabsaz|Daniel Cohen|Carsten Eickhoff
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2021

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A Modern Perspective on Query Likelihood with Deep Generative Retrieval Models.
Oleg Lesota|Navid Rekabsaz|Daniel Cohen|Klaus Antonius Grasserbauer|Carsten Eickhoff|Markus Schedl
ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, Virtual Event, Canada, July 11, 2021
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Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval Models.
Daniel Cohen|Bhaskar Mitra|Oleg Lesota|Navid Rekabsaz|Carsten Eickhoff
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
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TripClick: The Log Files of a Large Health Web Search Engine.
Navid Rekabsaz|Oleg Lesota|Markus Schedl|Jon Brassey|Carsten Eickhoff
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2020

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Experimental IR Meets Multilinguality, Multimodality, and Interaction - 11th International Conference of the CLEF Association, CLEF 2020, Thessaloniki, Greece, September 22-25, 2020, Proceedings
Conference and Labs of the Evaluation Forum (CLEF) 2020
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Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Thessaloniki, Greece, September 22-25, 2020.
Conference and Labs of the Evaluation Forum (CLEF) 2020
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Report on CLEF 2020.
Avi Arampatzis|Linda Cappellato|Carsten Eickhoff|Nicola Ferro|Hideo Joho|Evangelos Kanoulas|Christina Lioma|Aurélie Névéol|Theodora Tsikrika|Stefanos Vrochidis
SIGIR Forum 2020 Volume 54 Issue 2
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Search Result Explanations Improve Efficiency and Trust.
Jerome Ramos|Carsten Eickhoff
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
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Overview of the Health Search and Data Mining (HSDM 2020) Workshop.
Carsten Eickhoff|Yubin Kim|Ryen W. White
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

2019

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Enriching Word Embeddings for Patent Retrieval with Global Context.
Sebastian Hofstätter|Navid Rekabsaz|Mihai Lupu|Carsten Eickhoff|Allan Hanbury
Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14-18, 2019, Proceedings, Part I
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DC3 - A Diagnostic Case Challenge Collection for Clinical Decision Support.
Carsten Eickhoff|Floran Gmehlin|Anu V. Patel|Jocelyn Boullier|Hamish Fraser
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2019, Santa Clara, CA, USA, October 2-5, 2019.
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Generative Adversarial Networks in Precision Oncology.
Leandro von Werra|Marcel Schöngens|Ece D. Gamsiz Uzun|Carsten Eickhoff
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2019, Santa Clara, CA, USA, October 2-5, 2019.
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On the Effect of Low-Frequency Terms on Neural-IR Models.
Sebastian Hofstätter|Navid Rekabsaz|Carsten Eickhoff|Allan Hanbury
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
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Brown University at TREC Precision Medicine 2019.
Abdullah Ahmed|Gil Alon|Bashar Zaidat|Isaac Nathoo|Hwai-Liang Tung|Charles Wang|Carsten Eickhoff
Proceedings of the Twenty-Eighth Text REtrieval Conference, TREC 2019, Gaithersburg, Maryland, USA, November 13-15, 2019.
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Brown University at TREC Deep Learning 2019.
George Zerveas|Ruochen Zhang|Leila Kim|Carsten Eickhoff
Proceedings of the Twenty-Eighth Text REtrieval Conference, TREC 2019, Gaithersburg, Maryland, USA, November 13-15, 2019.

2018

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Unsupervised Learning of Parsimonious General-Purpose Embeddings for User and Location Modeling.
Jing Yang|Carsten Eickhoff
ACM Transactions on Information Systems (TOIS) 2018 Volume 36 Issue 3
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Overview of ImageCLEF 2018: Challenges, Datasets and Evaluation.
Bogdan Ionescu|Henning Müller|Mauricio Villegas|Alba Garcia Seco de Herrera|Carsten Eickhoff|Vincent Andrearczyk|Yashin Dicente Cid|Vitali Liauchuk|Vassili Kovalev|Sadid A. Hasan|Yuan Ling|Oladimeji Farri|Joey Liu|Matthew P. Lungren|Duc-Tien Dang-Nguyen|Luca Piras|Michael Riegler|Liting Zhou|Mathias Lux|Cathal Gurrin
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association, CLEF 2018, Avignon, France, September 10-14, 2018, Proceedings
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Overview of the ImageCLEF 2018 Caption Prediction Tasks.
Alba Garcia Seco de Herrera|Carsten Eickhoff|Vincent Andrearczyk|Henning Müller
Working Notes of CLEF 2018 - Conference and Labs of the Evaluation Forum, Avignon, France, September 10-14, 2018.
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Biomedical Question Answering via Weighted Neural Network Passage Retrieval.
Ferenc Galkó|Carsten Eickhoff
Advances in Information Retrieval - 40th European Conference on IR Research, ECIR 2018, Grenoble, France, March 26-29, 2018, Proceedings
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Web2Text: Deep Structured Boilerplate Removal.
Thijs Vogels|Octavian-Eugen Ganea|Carsten Eickhoff
Advances in Information Retrieval - 40th European Conference on IR Research, ECIR 2018, Grenoble, France, March 26-29, 2018, Proceedings
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Brown University at TREC Precision Medicine 2018.
Prakrit Baruah|Riya Dulepet|Kyle Qian|Carsten Eickhoff
Proceedings of the Twenty-Seventh Text REtrieval Conference, TREC 2018, Gaithersburg, Maryland, USA, November 14-16, 2018
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Cognitive Biases in Crowdsourcing.
Carsten Eickhoff
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

2017

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Introduction to the special issue on search as learning.
Carsten Eickhoff|Jacek Gwizdka|Claudia Hauff|Jiyin He
Discover Computing 2017 Volume 20 Issue 5
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Overview of ImageCLEF 2017: Information Extraction from Images.
Bogdan Ionescu|Henning Müller|Mauricio Villegas|Helbert Arenas|Giulia Boato|Duc-Tien Dang-Nguyen|Yashin Dicente Cid|Carsten Eickhoff|Alba Garcia Seco de Herrera|Cathal Gurrin|Md Bayzidul Islam|Vassili Kovalev|Vitali Liauchuk|Josiane Mothe|Luca Piras|Michael Riegler|Immanuel Schwall
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 8th International Conference of the CLEF Association, CLEF 2017, Dublin, Ireland, September 11-14, 2017, Proceedings
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Overview of ImageCLEFcaption 2017 - Image Caption Prediction and Concept Detection for Biomedical Images.
Carsten Eickhoff|Immanuel Schwall|Alba Garcia Seco de Herrera|Henning Müller
Working Notes of CLEF 2017 - Conference and Labs of the Evaluation Forum, Dublin, Ireland, September 11-14, 2017.
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Ranking and Feedback-based Stopping for Recall-Centric Document Retrieval.
Noah Hollmann|Carsten Eickhoff
Working Notes of CLEF 2017 - Conference and Labs of the Evaluation Forum, Dublin, Ireland, September 11-14, 2017.
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Computing Web-scale Topic Models using an Asynchronous Parameter Server.
Rolf Jagerman|Carsten Eickhoff|Maarten de Rijke
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017
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ETH Zurich at TREC Precision Medicine 2017.
Negar Foroutan Eghlidi|Jannick Griner|Nicolas Mesot|Leandro von Werra|Carsten Eickhoff
Proceedings of The Twenty-Sixth Text REtrieval Conference, TREC 2017, Gaithersburg, Maryland, USA, November 15-17, 2017

2016

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Active Content-Based Crowdsourcing Task Selection.
Piyush Bansal|Carsten Eickhoff|Thomas Hofmann
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016
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Probabilistic Local Expert Retrieval.
Wen Li|Carsten Eickhoff|Arjen P. de Vries
Advances in Information Retrieval - 38th European Conference on IR Research, ECIR 2016, Padua, Italy, March 20-23, 2016. Proceedings
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A Cross-Platform Collection of Social Network Profiles.
Maria Han Veiga|Carsten Eickhoff
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016
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ETH Zurich at TREC Clinical Decision Support 2016.
Simon Greuter|Philip Junker|Lorenz Kuhn|Felix Mance|Virgile Mermet|Angela Rellstab|Carsten Eickhoff
Proceedings of The Twenty-Fifth Text REtrieval Conference, TREC 2016, Gaithersburg, Maryland, USA, November 15-18, 2016
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Probabilistic Bag-Of-Hyperlinks Model for Entity Linking.
Octavian-Eugen Ganea|Marina Ganea|Aurélien Lucchi|Carsten Eickhoff|Thomas Hofmann
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

2015

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Exploiting Document Content for Efficient Aggregation of Crowdsourcing Votes.
Martin Davtyan|Carsten Eickhoff|Thomas Hofmann
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015
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An Eye-Tracking Study of Query Reformulation.
Carsten Eickhoff|Sebastian Dungs|Vu Tran
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015
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Modelling Term Dependence with Copulas.
Carsten Eickhoff|Arjen P. de Vries|Thomas Hofmann
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

2014

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Modelling Complex Relevance Spaces with Copulas.
Carsten Eickhoff|Arjen P. de Vries
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014
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Geo-spatial Domain Expertise in Microblogs.
Wen Li|Carsten Eickhoff|Arjen P. de Vries
Advances in Information Retrieval - 36th European Conference on IR Research, ECIR 2014, Amsterdam, The Netherlands, April 13-16, 2014. Proceedings
doi dblp
Crowd-powered experts: helping surgeons interpret breast cancer images.
Carsten Eickhoff
Proceedings of the First International Workshop on Gamification for Information Retrieval, GamifIR@ECIR '14, Amsterdam, The Netherlands, April 13, 2014
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Interactive summarization of social media.
Wen Li|Carsten Eickhoff|Arjen P. de Vries
Fifth Information Interaction in Context Symposium, IIiX '14, Regensburg, Germany, August 26-29, 2014
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Lessons from the journey: a query log analysis of within-session learning.
Carsten Eickhoff|Jaime Teevan|Ryen White|Susan T. Dumais
Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014

2013

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Increasing cheat robustness of crowdsourcing tasks.
Carsten Eickhoff|Arjen P. de Vries
Discover Computing 2013 Volume 16 Issue 2
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Designing Human-Readable User Profiles for Search Evaluation.
Carsten Eickhoff|Kevyn Collins-Thompson|Paul N. Bennett|Susan T. Dumais
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings
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Exploiting User Comments for Audio-Visual Content Indexing and Retrieval.
Carsten Eickhoff|Wen Li|Arjen P. de Vries
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings
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Copulas for information retrieval.
Carsten Eickhoff|Arjen P. de Vries|Kevyn Collins-Thompson
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013
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Personalizing atypical web search sessions.
Carsten Eickhoff|Kevyn Collins-Thompson|Paul N. Bennett|Susan T. Dumais
Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013

2012

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Proceedings of the Fifth ACM Workshop on Research Advances in Large Digital Book Repositories and Complementary Media, BooksOnline@CIKM '12, Maui, Hawaii, USA, October 29, 2012
Workshop on Research Advances in Large Digital Book Repositories and Complementary Media (BooksOnline) 2012
doi dblp
Report on BooksOnline'11: 4th workshop on online books, complementary social media, and crowdsourcing.
Gabriella Kazai|Carsten Eickhoff|Peter Brusilovsky
SIGIR Forum 2012 Volume 46 Issue 1
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The downside of markup: examining the harmful effects of CSS and javascript on indexing today's web.
Karl Gyllstrom|Carsten Eickhoff|Arjen P. de Vries|Marie-Francine Moens
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012
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Booksonline'12: 5th workshop on online books, complementary social media and their impact.
Gabriella Kazai|Monica Landoni|Carsten Eickhoff|Peter Brusilovsky
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012
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EmSe: Supporting Children's Information Needs within a Hospital Environment.
Leif Azzopardi|Douglas Dowie|Sergio Duarte Torres|Carsten Eickhoff|Richard Glassey|Karl Gyllstrom|Djoerd Hiemstra|Franciska de Jong|Frea Kruisinga|Kelly Ann Marshall|Sien Moens|Tamara Polajnar|Frans van der Sluis|Arjen P. de Vries
Advances in Information Retrieval - 34th European Conference on IR Research, ECIR 2012, Barcelona, Spain, April 1-5, 2012. Proceedings
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EmSe: initial evaluation of a child-friendly medical search system.
Carsten Eickhoff|Leif Azzopardi|Djoerd Hiemstra|Franciska de Jong|Arjen P. de Vries|Douglas Dowie|Sergio Duarte Torres|Richard Glassey|Karl Gyllstrom|Frea Kruisinga|Kelly Ann Marshall|Sien Moens|Tamara Polajnar|Frans van der Sluis
Information Interaction in Context: 2012, IIix'12, Nijmegen, The Netherlands, August 21-24, 2012
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Supporting children's web search in school environments.
Carsten Eickhoff|Pieter Dekker|Arjen P. de Vries
Information Interaction in Context: 2012, IIix'12, Nijmegen, The Netherlands, August 21-24, 2012
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Relevance as a subjective and situational multidimensional concept.
Carsten Eickhoff
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012
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Quality through flow and immersion: gamifying crowdsourced relevance assessments.
Carsten Eickhoff|Christopher G. Harris|Arjen P. de Vries|Padmini Srinivasan
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012
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Want a coffee?: predicting users' trails.
Wen Li|Carsten Eickhoff|Arjen P. de Vries
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

2011

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Proceedings of the 4th ACM Workshop on Online books, complementary social media and crowdsourcing, BooksOnline 2011, Glasgow, United Kingdom, October 24, 2011
Workshop on Research Advances in Large Digital Book Repositories and Complementary Media (BooksOnline) 2011
doi dblp
BooksOnline'11: 4th workshop on online books, complementary social media, and crowdsourcing.
Gabriella Kazai|Eloïse Loubier|Carsten Eickhoff|Wahiba Bahsoun|Peter Brusilovsky|Bernard Dousset
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011
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The where in the tweet.
Wen Li|Pavel Serdyukov|Arjen P. de Vries|Carsten Eickhoff|Martha A. Larson
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011
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Web Search Query Assistance Functionality for Young Audiences.
Carsten Eickhoff|Tamara Polajnar|Karl Gyllstrom|Sergio Duarte Torres|Richard Glassey
Advances in Information Retrieval - 33rd European Conference on IR Research, ECIR 2011, Dublin, Ireland, April 18-21, 2011. Proceedings
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GeAnn at the TREC 2011 Crowdsourcing Track.
Carsten Eickhoff|Christopher G. Harris|Padmini Srinivasan|Arjen P. de Vries
Proceedings of The Twentieth Text REtrieval Conference, TREC 2011, Gaithersburg, Maryland, USA, November 15-18, 2011
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DMIR on Microblog Track 2011.
Wen Li|Carsten Eickhoff|Arjen P. de Vries
Proceedings of The Twentieth Text REtrieval Conference, TREC 2011, Gaithersburg, Maryland, USA, November 15-18, 2011
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Managing the Quality of Large-Scale Crowdsourcing.
Jeroen B. P. Vuurens|Carsten Eickhoff|Arjen P. de Vries
Proceedings of The Twentieth Text REtrieval Conference, TREC 2011, Gaithersburg, Maryland, USA, November 15-18, 2011
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A combined topical/non-topical approach to identifying web sites for children.
Carsten Eickhoff|Pavel Serdyukov|Arjen P. de Vries
Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011

2010

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Web page classification on child suitability.
Carsten Eickhoff|Pavel Serdyukov|Arjen P. de Vries
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010