Marc Najork

2025

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Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
Web Search and Data Mining (WSDM) 2025
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Introduction to the "Best Papers of WSDM 2023" Special Issue.
Hady W. Lauw|Marc Najork|Evimaria Terzi|Panayiotis Tsaparas
ACM Transactions on Intelligent Systems and Technology (TIST) 2025 Volume 16 Issue 5

2023

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Regression Compatible Listwise Objectives for Calibrated Ranking with Binary Relevance.
Aijun Bai|Rolf Jagerman|Zhen Qin|Le Yan|Pratyush Kar|Bing-Rong Lin|Xuanhui Wang|Michael Bendersky|Marc Najork
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
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Generative Information Retrieval.
Marc Najork
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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"Why is this misleading?": Detecting News Headline Hallucinations with Explanations.
Jiaming Shen|Jialu Liu|Daniel Finnie|Negar Rahmati|Mike Bendersky|Marc Najork
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
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Job Type Extraction for Service Businesses.
Cheng Li|Yaping Qi|Hayk Zakaryan|Mingyang Zhang|Michael Bendersky|Yonghua Wu|Marc Najork
Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
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STRUM: Extractive Aspect-Based Contrastive Summarization.
Beliz Gunel|Sandeep Tata|Marc Najork
Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

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Graph Technologies for User Modeling and Recommendation: Introduction to the Special Issue - Part 1.
Xiangnan He|Zhaochun Ren|Emine Yilmaz|Marc Najork|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 2
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Introduction to the Special Section on Graph Technologies for User Modeling and Recommendation, Part 2.
Xiangnan He|Zhaochun Ren|Emine Yilmaz|Marc Najork|Tat-Seng Chua
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 3
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Out-of-Domain Semantics to the Rescue! Zero-Shot Hybrid Retrieval Models.
Tao Chen|Mingyang Zhang|Jing Lu|Michael Bendersky|Marc Najork
Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part I
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On Optimizing Top-K Metrics for Neural Ranking Models.
Rolf Jagerman|Zhen Qin|Xuanhui Wang|Michael Bendersky|Marc Najork
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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Revisiting Two-tower Models for Unbiased Learning to Rank.
Le Yan|Zhen Qin|Honglei Zhuang|Xuanhui Wang|Michael Bendersky|Marc Najork
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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Search and Discovery in Personal Email Collections.
Michael Bendersky|Xuanhui Wang|Marc Najork|Donald Metzler
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

2021

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Proceedings of the Second International Conference on Design of Experimental Search & Information REtrieval Systems, Padova, Italy, September 15-18, 2021.
Biennial Conference on Design of Experimental Search & Information Retrieval Systems (DESIRES) 2021
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WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
The Web Conference (WWW) 2021
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Companion of The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
The Web Conference (WWW) 2021
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Search and Discovery in Personal Email Collections.
Michael Bendersky|Xuanhui Wang|Marc Najork|Donald Metzler
Foundations and Trends in Information Retrieval 2021 Volume 15 Issue 1
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Rethinking search: making domain experts out of dilettantes.
Donald Metzler|Yi Tay|Dara Bahri|Marc Najork
SIGIR Forum 2021 Volume 55 Issue 1
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Report on the 2nd international conference on design of experimental search & information retrieval systems (DESIRES 2021).
Omar Alonso|Stefano Marchesin|Marc Najork|Gianmaria Silvello
SIGIR Forum 2021 Volume 55 Issue 2
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Natural Language Understanding with Privacy-Preserving BERT.
Chen Qu|Weize Kong|Liu Yang|Mingyang Zhang|Michael Bendersky|Marc Najork
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
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Preface.
Omar Alonso|Marc Najork|Gianmaria Silvello
Proceedings of the Second International Conference on Design of Experimental Search & Information REtrieval Systems, Padova, Italy, September 15-18, 2021.
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Ensemble Distillation for BERT-Based Ranking Models.
Honglei Zhuang|Zhen Qin|Shuguang Han|Xuanhui Wang|Michael Bendersky|Marc Najork
ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, Virtual Event, Canada, July 11, 2021
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WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning.
Krishna Srinivasan|Karthik Raman|Jiecao Chen|Michael Bendersky|Marc Najork
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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Improving Cloud Storage Search with User Activity.
Rolf Jagerman|Weize Kong|Rama Kumar Pasumarthi|Zhen Qin|Michael Bendersky|Marc Najork
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

2020

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Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching.
Liu Yang|Mingyang Zhang|Cheng Li|Michael Bendersky|Marc Najork
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
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Permutation Equivariant Document Interaction Network for Neural Learning to Rank.
Rama Kumar Pasumarthi|Honglei Zhuang|Xuanhui Wang|Michael Bendersky|Marc Najork
ICTIR '20: The 2020 ACM SIGIR International Conference on the Theory of Information Retrieval, Virtual Event, Norway, September 14-17, 2020
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Feature Transformation for Neural Ranking Models.
Honglei Zhuang|Thaer Samar|Michael Bendersky|Xuanhui Wang|Thaer Samar|Michael Bendersky|Marc Najork
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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A Stochastic Treatment of Learning to Rank Scoring Functions.
Sebastian Bruch|Shuguang Han|Michael Bendersky|Marc Najork
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020
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Adversarial Bandits Policy for Crawling Commercial Web Content.
Shuguang Han|Michael Bendersky|Przemek Gajda|Sergey Novikov|Marc Najork|Bernhard Brodowsky|Alexandrin Popescul
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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Learning Groupwise Multivariate Scoring Functions Using Deep Neural Networks.
Qingyao Ai|Xuanhui Wang|Sebastian Bruch|Nadav Golbandi|Michael Bendersky|Marc Najork
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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An Analysis of the Softmax Cross Entropy Loss for Learning-to-Rank with Binary Relevance.
Sebastian Bruch|Xuanhui Wang|Michael Bendersky|Marc Najork
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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Revisiting Approximate Metric Optimization in the Age of Deep Neural Networks.
Sebastian Bruch|Masrour Zoghi|Michael Bendersky|Marc Najork
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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Multi-view Embedding-based Synonyms for Email Search.
Cheng Li|Mingyang Zhang|Michael Bendersky|Hongbo Deng|Donald Metzler|Marc Najork
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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Estimating Position Bias without Intrusive Interventions.
Aman Agarwal|Ivan Zaitsev|Xuanhui Wang|Cheng Li|Marc Najork|Thorsten Joachims
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019
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Uncovering Hidden Structure in Sequence Data via Threading Recurrent Models.
Manzil Zaheer|Amr Ahmed|Yuan Wang|Daniel Silva|Marc Najork|Yuchen Wu|Shibani Sanan|Surojit Chatterjee
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019
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Addressing Trust Bias for Unbiased Learning-to-Rank.
Aman Agarwal|Xuanhui Wang|Cheng Li|Michael Bendersky|Marc Najork
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
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Predictive Crawling for Commercial Web Content.
Shuguang Han|Bernhard Brodowsky|Przemek Gajda|Sergey Novikov|Mike Bendersky|Marc Najork|Robin Dua|Alexandrin Popescul
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
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Semantic Text Matching for Long-Form Documents.
Jyun-Yu Jiang|Mingyang Zhang|Cheng Li|Michael Bendersky|Nadav Golbandi|Marc Najork
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
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RiSER: Learning Better Representations for Richly Structured Emails.
Furkan Kocayusufoglu|Ying Sheng|Nguyen Vo|James B. Wendt|Qi Zhao|Sandeep Tata|Marc Najork
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

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The LambdaLoss Framework for Ranking Metric Optimization.
Xuanhui Wang|Cheng Li|Nadav Golbandi|Michael Bendersky|Marc Najork
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018
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Training On-Device Ranking Models from Cross-User Interactions in a Privacy-Preserving Fashion.
Marc Najork
Proceedings of the First Biennial Conference on Design of Experimental Search & Information Retrieval Systems, Bertinoro, Italy, August 28-31, 2018.
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Semantic Location in Email Query Suggestion.
John Foley|Mingyang Zhang|Michael Bendersky|Marc Najork
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018
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Position Bias Estimation for Unbiased Learning to Rank in Personal Search.
Xuanhui Wang|Nadav Golbandi|Michael Bendersky|Donald Metzler|Marc Najork
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018
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Hidden in Plain Sight: Classifying Emails Using Embedded Image Contents.
Navneet Potti|James B. Wendt|Qi Zhao|Sandeep Tata|Marc Najork
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

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Learning from User Interactions in Personal Search via Attribute Parameterization.
Michael Bendersky|Xuanhui Wang|Donald Metzler|Marc Najork
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017
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Email Category Prediction.
Aston Zhang|Lluis Garcia Pueyo|James B. Wendt|Marc Najork|Andrei Z. Broder
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2016

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Using Machine Learning to Improve the Email Experience.
Marc Najork
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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Learning to Rank with Selection Bias in Personal Search.
Xuanhui Wang|Michael Bendersky|Donald Metzler|Marc Najork
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

2013

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Are Some Tweets More Interesting Than Others? #HardQuestion.
Omar Alonso|Catherine C. Marshall|Marc Najork
Symposium on Human-Computer Interaction and Information Retrieval, HCIR '13, Vancouver, BC, Canada, October 3-4, 2013
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Robust query rewriting using anchor data.
Nick Craswell|Bodo Billerbeck|Dennis Fetterly|Marc Najork
Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013

2012

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Editorial.
Helen Ashman|Arun Iyengar|Marc Najork
ACM Transactions on the Web 2012 Volume 6 Issue 2
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Detecting quilted web pages at scale.
Marc Najork
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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Of hammers and nails: an empirical comparison of three paradigms for processing large graphs.
Marc Najork|Dennis Fetterly|Alan Halverson|Krishnaram Kenthapadi|Sreenivas Gollapudi
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012
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How user behavior is related to social affinity.
Rina Panigrahy|Marc Najork|Yinglian Xie
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012

2011

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The Power of Peers.
Nick Craswell|Dennis Fetterly|Marc Najork
Advances in Information Retrieval - 33rd European Conference on IR Research, ECIR 2011, Dublin, Ireland, April 18-21, 2011. Proceedings
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Microsoft Research at TREC 2011 Web Track.
Bodo Billerbeck|Nick Craswell|Dennis Fetterly|Marc Najork
Proceedings of The Twentieth Text REtrieval Conference, TREC 2011, Gaithersburg, Maryland, USA, November 15-18, 2011

2010

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Web Crawling.
Christopher Olston|Marc Najork
Foundations and Trends in Information Retrieval 2010 Volume 4 Issue 3
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Querying the Web Graph - (Invited Talk).
Marc Najork
String Processing and Information Retrieval - 17th International Symposium, SPIRE 2010, Los Cabos, Mexico, October 11-13, 2010. Proceedings
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Microsoft Research at TREC 2010 Web Track.
Nick Craswell|Dennis Fetterly|Marc Najork
Proceedings of The Nineteenth Text REtrieval Conference, TREC 2010, Gaithersburg, Maryland, USA, November 16-19, 2010
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A sketch-based distance oracle for web-scale graphs.
Atish Das Sarma|Sreenivas Gollapudi|Marc Najork|Rina Panigrahy
Proceedings of the Third International Conference on Web Search and Web Data Mining, WSDM 2010, New York, NY, USA, February 4-6, 2010

2009

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Microsoft Research at TREC 2009: Web and Relevance Feedback Track.
Nick Craswell|Dennis Fetterly|Marc Najork|Stephen Robertson|Emine Yilmaz
Proceedings of The Eighteenth Text REtrieval Conference, TREC 2009, Gaithersburg, Maryland, USA, November 17-20, 2009
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Less is more: sampling the neighborhood graph makes SALSA better and faster.
Marc Najork|Sreenivas Gollapudi|Rina Panigrahy
Proceedings of the Second International Conference on Web Search and Web Data Mining, WSDM 2009, Barcelona, Spain, February 9-11, 2009

2008

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Proceedings of the International Conference on Web Search and Web Data Mining, WSDM 2008, Palo Alto, California, USA, February 11-12, 2008
Web Search and Data Mining (WSDM) 2008
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Introduction to special section on adversarial issues in Web search.
Marc Najork|Brian D. Davison
ACM Transactions on the Web 2008 Volume 2 Issue 1
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Efficient and effective link analysis with precomputed salsa maps.
Marc Najork|Nick Craswell
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008
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Computing Information Retrieval Performance Measures Efficiently in the Presence of Tied Scores.
Frank McSherry|Marc Najork
Advances in Information Retrieval , 30th European Conference on IR Research, ECIR 2008, Glasgow, UK, March 30-April 3, 2008. Proceedings

2007

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Comparing the effectiveness of hits and salsa.
Marc Najork
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, Lisbon, Portugal, November 6-10, 2007
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Hits on the web: how does it compare?
Marc Najork|Hugo Zaragoza|Michael J. Taylor
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

2006

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Adversarial information retrieval on the web (AIRWeb 2006).
Brian D. Davison|Marc Najork|Tim Converse
SIGIR Forum 2006 Volume 40 Issue 2
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Detecting spam web pages through content analysis.
Alexandros Ntoulas|Marc Najork|Mark S. Manasse|Dennis Fetterly
Proceedings of the 15th international conference on World Wide Web, WWW 2006, Edinburgh, Scotland, UK, May 23-26, 2006

2005

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Detecting phrase-level duplication on the world wide web.
Dennis Fetterly|Mark S. Manasse|Marc Najork
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005
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How search engines shape the web.
Byron Dom|Krishna Bharat|Andrei Z. Broder|Marc Najork|Jan O. Pedersen|Yoshinobu Tonomura
Proceedings of the 14th international conference on World Wide Web, WWW 2005, Chiba, Japan, May 10-14, 2005 - Special interest tracks and posters

2004

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Proceedings of the 13th international conference on World Wide Web, WWW 2004, New York, NY, USA, May 17-20, 2004
The Web Conference (WWW) 2004
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Proceedings of the 13th international conference on World Wide Web - Alternate Track Papers & Posters, WWW 2004, New York, NY, USA, May 17-20, 2004
The Web Conference (WWW) 2004

2003

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Efficient URL caching for world wide web crawling.
Andrei Z. Broder|Marc Najork|Janet L. Wiener
Proceedings of the Twelfth International World Wide Web Conference, WWW 2003, Budapest, Hungary, May 20-24, 2003
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A large-scale study of the evolution of web pages.
Dennis Fetterly|Mark S. Manasse|Marc Najork|Janet L. Wiener
Proceedings of the Twelfth International World Wide Web Conference, WWW 2003, Budapest, Hungary, May 20-24, 2003

2001

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Breadth-first crawling yields high-quality pages.
Marc Najork|Janet L. Wiener
Proceedings of the Tenth International World Wide Web Conference, WWW 10, Hong Kong, China, May 1-5, 2001

1999

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Measuring Index Quality Using Random Walks on the Web.
Monika Rauch Henzinger|Allan Heydon|Michael Mitzenmacher|Marc Najork
The Web Conference (WWW) 1999 Volume 31 Issue 11-16
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Mercator: A Scalable, Extensible Web Crawler.
Allan Heydon|Marc Najork
World Wide Web (WWW) 1999 Volume 2 Issue 4

1996

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Distributed Active Objects.
Marc H. Brown|Marc Najork
The Web Conference (WWW) 1996 Volume 28 Issue 7-11