Pavel Serdyukov

According to our database1, Pavel Serdyukov authored at least 133 papers between 2005 and 2020.

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Bibliography

2020
BERT for Sequence-to-Sequence Multi-label Text Classification.
Proceedings of the Analysis of Images, Social Networks and Texts, 2020

2019
Latent Distribution Assumption for Unbiased and Consistent Consensus Modelling.
CoRR, 2019

Effective Online Evaluation for Web Search.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Sequence Modeling with Unconstrained Generation Order.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning to select for a predefined ranking.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Online Evaluation for Effective Web Service Development.
CoRR, 2018

Finding Influential Training Samples for Gradient Boosted Decision Trees.
Proceedings of the 35th International Conference on Machine Learning, 2018

Web-based Startup Success Prediction.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Context-Aware Neural Machine Translation Learns Anaphora Resolution.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Periodicity in User Engagement with a Search Engine and Its Application to Online Controlled Experiments.
ACM Trans. Web, 2017

Using the Delay in a Treatment Effect to Improve Sensitivity and Preserve Directionality of Engagement Metrics in A/B Experiments.
Proceedings of the 26th International Conference on World Wide Web, 2017

Learning Sensitive Combinations of A/B Test Metrics.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Machine Learning Powered A/B Testing.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Riemannian Optimization for Skip-Gram Negative Sampling.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Report on ECIR 2016: 38th European Conference on Information Retrieval.
SIGIR Forum, 2016

User Model-Based Intent-Aware Metrics for Multilingual Search Evaluation.
CoRR, 2016

Prediction of Video Popularity in the Absence of Reliable Data from Video Hosting Services: Utility of Traces Left by Users on the Web.
CoRR, 2016

Using Metafeatures to Increase the Effectiveness of Latent Semantic Models in Web Search.
Proceedings of the 25th International Conference on World Wide Web, 2016

A Neural Click Model for Web Search.
Proceedings of the 25th International Conference on World Wide Web, 2016

Publication Date Prediction through Reverse Engineering of the Web.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

An Optimization Framework for Remapping and Reweighting Noisy Relevance Labels.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

A Context-aware Time Model for Web Search.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Boosted Decision Tree Regression Adjustment for Variance Reduction in Online Controlled Experiments.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Meta-Gradient Boosted Decision Tree Model for Weight and Target Learning.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Efficient Rectangular Maximal-Volume Algorithm for Rating Elicitation in Collaborative Filtering.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Industry Day Overview.
Proceedings of the Advances in Information Retrieval, 2016

2015
Gathering Additional Feedback on Search Results by Multi-Armed Bandits with Respect to Production Ranking.
Proceedings of the 24th International Conference on World Wide Web, 2015

An Optimization Framework for Weighting Implicit Relevance Labels for Personalized Web Search.
Proceedings of the 24th International Conference on World Wide Web, 2015

Future User Engagement Prediction and Its Application to Improve the Sensitivity of Online Experiments.
Proceedings of the 24th International Conference on World Wide Web, 2015

Engagement Periodicity in Search Engine Usage: Analysis and its Application to Search Quality Evaluation.
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Challenges and Opportunities in Online Evaluation of Search Engines.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

On the Relation Between Assessor's Agreement and Accuracy in Gamified Relevance Assessment.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Sequential Testing for Early Stopping of Online Experiments.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Optimised Scheduling of Online Experiments.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Search Engine Evaluation based on Search Engine Switching Prediction.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Extreme States Distribution Decomposition Method for Search Engine Online Evaluation.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Adaptive Caching of Fresh Web Search Results.
Proceedings of the Advances in Information Retrieval, 2015

An Optimization Framework for Propagation of Query-Document Features by Query Similarity Functions.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Generalized Team Draft Interleaving.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

The Benchmark as a Research Catalyst: Charting the Progress of Geo-prediction for Social Multimedia.
Proceedings of the Multimodal Location Estimation of Videos and Images, 2015

2014
Query recommendation in the information domain of children.
J. Assoc. Inf. Sci. Technol., 2014

Analyzing behavioral data for improving search experience.
Proceedings of the 23rd International World Wide Web Conference, 2014

Log-based personalization: the 4th web search click data (WSCD) workshop.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Web search without 'stupid' results.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Parameter-free discovery and recommendation of areas-of-interest.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

Personalizing Aggregated Search.
Proceedings of the Advances in Information Retrieval, 2014

Blending Vertical and Web Results - A Case Study Using Video Intent.
Proceedings of the Advances in Information Retrieval, 2014

Supervised Nested PageRank.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Vertical-Aware Click Model-Based Effectiveness Metrics.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Online Exploration for Detecting Shifts in Fresh Intent.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Georeferencing in Social Networks.
Proceedings of the Social Media Retrieval, 2013

Nontrivial landmark recommendation using geotagged photos.
ACM Trans. Intell. Syst. Technol., 2013

ECIR 2013: 35th european conference on information retrieval.
SIGIR Forum, 2013

Introducing search behavior into browsing based models of page's importance.
Proceedings of the 22nd International World Wide Web Conference, 2013

WSCD2013: workshop on web search click data 2013.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Fresh BrowseRank.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

User model-based metrics for offline query suggestion evaluation.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Click model-based information retrieval metrics.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Predicting the Audience Size of a Tweet.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

URL Redirection Accounting for Improving Link-Based Ranking Methods.
Proceedings of the Advances in Information Retrieval, 2013

From Republicans to Teenagers - Group Membership and Search (GRUMPS).
Proceedings of the Advances in Information Retrieval, 2013

Intent-Based Browse Activity Segmentation.
Proceedings of the Advances in Information Retrieval, 2013

Using Intent Information to Model User Behavior in Diversified Search.
Proceedings of the 13th Dutch-Belgian Workshop on Information Retrieval, 2013

Personalization of web-search using short-term browsing context.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Through-the-looking glass: utilizing rich post-search trail statistics for web search.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Timely crawling of high-quality ephemeral new content.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Intent models for contextualising and diversifying query suggestions.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Using historical click data to increase interleaving sensitivity.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Modeling clicks beyond the first result page.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Evaluating aggregated search using interleaving.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Speller performance prediction for query autocorrection.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Predicting the impact of expansion terms using semantic and user interaction features.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
The first joint international workshop on entity-oriented and semantic search (JIWES).
SIGIR Forum, 2012

The Community and the Crowd: Multimedia Benchmark Dataset Development.
IEEE Multim., 2012

Expertise Retrieval.
Found. Trends Inf. Retr., 2012

Unified classification model for geotagging websites.
Proceedings of the 21st World Wide Web Conference, 2012

Actualization of query suggestions using query logs.
Proceedings of the 21st World Wide Web Conference, 2012

Tuning parameters of the expected reciprocal rank.
Proceedings of the 21st World Wide Web Conference, 2012

Measuring usefulness of context for context-aware ranking.
Proceedings of the 21st World Wide Web Conference, 2012

Potential good abandonment prediction.
Proceedings of the 21st World Wide Web Conference, 2012

Good abandonments in factoid queries.
Proceedings of the 21st World Wide Web Conference, 2012

WSCD 2012: workshop on web search click data 2012.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Optimizing parameters of the expected reciprocal rank.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Gender-aware re-ranking.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

How query extensions reflect search result abandonments.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Empirical validation of the buckley-osthus model for the web host graph: degree and edge distributions.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Recency-sensitive model of web page authority.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Query recommendation for children.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Session-based query performance prediction.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Prediction of retweet cascade size over time.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Demographic context in web search re-ranking.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
The first international workshop on entity-oriented search (EOS).
SIGIR Forum, 2011

Personalised Travel Recommendation based on Location Co-occurrence
CoRR, 2011

A combined topical/non-topical approach to identifying web sites for children.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Yandex at TREC 2011 Microblog Track.
Proceedings of The Twentieth Text REtrieval Conference, 2011

Overview of the TREC 2011 Entity Track.
Proceedings of The Twentieth Text REtrieval Conference, 2011

Automatic tagging and geotagging in video collections and communities.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Working Notes for the Placing Task at MediaEval 2011.
Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011

Personalized Landmark Recommendation Based on Geotags from Photo Sharing Sites.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Automatic People Tagging for Expertise Profiling in the Enterprise.
Proceedings of the Advances in Information Retrieval, 2011

Recency ranking by diversification of result set.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

The where in the tweet.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Smoothing NDCG metrics using tied scores.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Towards accessible search systems.
SIGIR Forum, 2010

Enterprise and desktop search.
Proceedings of the 19th International Conference on World Wide Web, 2010

Overview of the TREC 2010 Entity Track.
Proceedings of The Nineteenth Text REtrieval Conference, 2010

Query log analysis in the context of information retrieval for children.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Linking wikipedia to the web.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Using flickr geotags to predict user travel behaviour.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

An analysis of queries intended to search information for children.
Proceedings of the Information Interaction in Context Symposium, 2010

Finding Wormholes with Flickr Geotags.
Proceedings of the Advances in Information Retrieval, 2010

Entity ranking using Wikipedia as a pivot.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Web page classification on child suitability.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Search for expertise : going beyond direct evidence.
PhD thesis, 2009

Delft University at the TREC 2009 Entity Track: Ranking Wikipedia Entities.
Proceedings of The Eighteenth Text REtrieval Conference, 2009

Overview of the TREC 2009 Entity Track.
Proceedings of The Eighteenth Text REtrieval Conference, 2009

Placing flickr photos on a map.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

2008
University of Twente at the TREC 2008 Enterprise Track: Using the Global Web as an Expertise Evidence Source.
Proceedings of The Seventeenth Text REtrieval Conference, 2008

Modeling expert finding as an absorbing random walk.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Exploiting sequential dependencies for expert finding.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

The search for expertise: to the documents and beyond.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Combining document- and paragraph-based entity ranking.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

The Right Expert at the Right Time and Place.
Proceedings of the Practical Aspects of Knowledge Management, 7th International Conference, 2008

Efficient XML and Entity Retrieval with PF/Tijah: CWI and University of Twente at INEX'08.
Proceedings of the Advances in Focused Retrieval, 2008

Modeling Documents as Mixtures of Persons for Expert Finding.
Proceedings of the Advances in Information Retrieval , 2008

Modeling multi-step relevance propagation for expert finding.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007
University of Twente at the TREC 2007 Enterprise Track: Modeling Relevance Propagation for the Expert Search Task.
Proceedings of The Sixteenth Text REtrieval Conference, 2007

Generative modeling of persons and documents for expert search.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Structured Document Retrieval, Multimedia Retrieval, and Entity Ranking Using PF/Tijah.
Proceedings of the Focused Access to XML Documents, 2007

Enhancing Expert Search Through Query Modeling.
Proceedings of the Advances in Information Retrieval, 2007

Building a Desktop Search Test-Bed.
Proceedings of the Advances in Information Retrieval, 2007

2005
Database Selection and Result Merging in P2P Web Search.
Proceedings of the Databases, 2005


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