Pavel Serdyukov
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
98
Venues
11
Active years
2007–2020
Best venue rank
A*
Where they publish
Papers
98 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2020 | AIST | BERT for Sequence-to-Sequence Multi-label Text Classification. | Ramil Yarullin, Pavel Serdyukov |
| 2019 | ICML | Learning to select for a predefined ranking. | Aleksandr Vorobev, Aleksei Ustimenko, Gleb Gusev, Pavel Serdyukov |
| 2019 | SIGIR | Effective Online Evaluation for Web Search. | Alexey Drutsa, Gleb Gusev, Eugene Kharitonov, Denis Kulemyakin, Pavel Serdyukov, Igor Yashkov |
| 2018 | ACL | Context-Aware Neural Machine Translation Learns Anaphora Resolution. | Elena Voita, Pavel Serdyukov, Rico Sennrich, Ivan Titov |
| 2018 | CIKM | Web-based Startup Success Prediction. | Boris Sharchilev, Michael Roizner, Andrey Yu. Rumyantsev, Denis Ozornin, Pavel Serdyukov, Maarten de Rijke |
| 2018 | ICML | Finding Influential Training Samples for Gradient Boosted Decision Trees. | Boris Sharchilev, Yury Ustinovskiy, Pavel Serdyukov, Maarten de Rijke |
| 2017 | ACL | Riemannian Optimization for Skip-Gram Negative Sampling. | Alexander Fonarev, Oleksii Hrinchuk, Gleb Gusev, Pavel Serdyukov, Ivan V. Oseledets |
| 2017 | WWW | Using the Delay in a Treatment Effect to Improve Sensitivity and Preserve Directionality of Engagement Metrics in A/B Experiments. | Alexey Drutsa, Gleb Gusev, Pavel Serdyukov |
| 2017 | SIGIR | Machine Learning Powered A/B Testing. | Pavel Serdyukov |
| 2017 | WSDM | Learning Sensitive Combinations of A/B Test Metrics. | Eugene Kharitonov, Alexey Drutsa, Pavel Serdyukov |
| 2016 | ECIR | Industry Day Overview. | Omar Alonso, Pavel Serdyukov |
| 2016 | ICDM | Efficient Rectangular Maximal-Volume Algorithm for Rating Elicitation in Collaborative Filtering. | Alexander Fonarev, Alexander Mikhalev, Pavel Serdyukov, Gleb Gusev, Ivan V. Oseledets |
| 2016 | ICML | Meta-Gradient Boosted Decision Tree Model for Weight and Target Learning. | Yury Ustinovskiy, Valentina Fedorova, Gleb Gusev, Pavel Serdyukov |
| 2016 | KDD | Boosted Decision Tree Regression Adjustment for Variance Reduction in Online Controlled Experiments. | Alexey Poyarkov, Alexey Drutsa, Andrey Khalyavin, Gleb Gusev, Pavel Serdyukov |
| 2016 | WWW | A Neural Click Model for Web Search. | Alexey Borisov, Ilya Markov, Maarten de Rijke, Pavel Serdyukov |
| 2016 | WWW | Using Metafeatures to Increase the Effectiveness of Latent Semantic Models in Web Search. | Alexey Borisov, Pavel Serdyukov, Maarten de Rijke |
| 2016 | SIGIR | A Context-aware Time Model for Web Search. | Alexey Borisov, Ilya Markov, Maarten de Rijke, Pavel Serdyukov |
| 2016 | SIGIR | An Optimization Framework for Remapping and Reweighting Noisy Relevance Labels. | Yury Ustinovskiy, Valentina Fedorova, Gleb Gusev, Pavel Serdyukov |
| 2016 | WSDM | Publication Date Prediction through Reverse Engineering of the Web. | Liudmila Ostroumova Prokhorenkova, Petr Prokhorenkov, Egor Samosvat, Pavel Serdyukov |
| 2015 | CIKM | Generalized Team Draft Interleaving. | Eugene Kharitonov, Craig Macdonald, Pavel Serdyukov, Iadh Ounis |
| 2015 | CIKM | An Optimization Framework for Propagation of Query-Document Features by Query Similarity Functions. | Maxim Zhukovskiy, Tsimafei Khatkevich, Gleb Gusev, Pavel Serdyukov |
| 2015 | ECIR | Adaptive Caching of Fresh Web Search Results. | Liudmila Ostroumova Prokhorenkova, Yury Ustinovskiy, Egor Samosvat, Damien Lefortier, Pavel Serdyukov |
| 2015 | KDD | Extreme States Distribution Decomposition Method for Search Engine Online Evaluation. | Kirill Nikolaev, Alexey Drutsa, Ekaterina Gladkikh, Alexander Ulianov, Gleb Gusev, Pavel Serdyukov |
| 2015 | WWW | Future User Engagement Prediction and Its Application to Improve the Sensitivity of Online Experiments. | Alexey Drutsa, Gleb Gusev, Pavel Serdyukov |
| 2015 | WWW | An Optimization Framework for Weighting Implicit Relevance Labels for Personalized Web Search. | Yury Ustinovskiy, Gleb Gusev, Pavel Serdyukov |
| 2015 | WWW | Gathering Additional Feedback on Search Results by Multi-Armed Bandits with Respect to Production Ranking. | Aleksandr Vorobev, Damien Lefortier, Gleb Gusev, Pavel Serdyukov |
| 2015 | SIGIR | Search Engine Evaluation based on Search Engine Switching Prediction. | Olga Arkhipova, Lidia Grauer, Igor Kuralenok, Pavel Serdyukov |
| 2015 | SIGIR | Optimised Scheduling of Online Experiments. | Eugene Kharitonov, Craig Macdonald, Pavel Serdyukov, Iadh Ounis |
| 2015 | SIGIR | Sequential Testing for Early Stopping of Online Experiments. | Eugene Kharitonov, Aleksandr Vorobev, Craig Macdonald, Pavel Serdyukov, Iadh Ounis |
| 2015 | SIGIR | On the Relation Between Assessor's Agreement and Accuracy in Gamified Relevance Assessment. | Olga Megorskaya, Vladimir Kukushkin, Pavel Serdyukov |
| 2015 | SIGIR | Challenges and Opportunities in Online Evaluation of Search Engines. | Pavel Serdyukov |
| 2015 | WSDM | Engagement Periodicity in Search Engine Usage: Analysis and its Application to Search Quality Evaluation. | Alexey Drutsa, Gleb Gusev, Pavel Serdyukov |
| 2014 | CIKM | Online Exploration for Detecting Shifts in Fresh Intent. | Damien Lefortier, Pavel Serdyukov, Maarten de Rijke |
| 2014 | CIKM | Vertical-Aware Click Model-Based Effectiveness Metrics. | Ilya Markov, Eugene Kharitonov, Vadim Nikulin, Pavel Serdyukov, Maarten de Rijke, Fabio Crestani |
| 2014 | CIKM | Supervised Nested PageRank. | Maxim Zhukovskiy, Gleb Gusev, Pavel Serdyukov |
| 2014 | ECIR | Blending Vertical and Web Results - A Case Study Using Video Intent. | Damien Lefortier, Pavel Serdyukov, Fedor Romanenko, Maarten de Rijke |
| 2014 | ECIR | Personalizing Aggregated Search. | Stanislav Makeev, Andrey Plakhov, Pavel Serdyukov |
| 2014 | WWW | Analyzing behavioral data for improving search experience. | Pavel Serdyukov |
| 2014 | SIGIR | Web search without 'stupid' results. | Aleksandra Lomakina, Nikita Povarov, Pavel Serdyukov |
| 2014 | WSDM | Log-based personalization: the 4th web search click data (WSCD) workshop. | Pavel Serdyukov, Georges Dupret, Nick Craswell |
| 2013 | CIKM | Predicting the impact of expansion terms using semantic and user interaction features. | Anton Bakhtin, Yury Ustinovsky, Pavel Serdyukov |
| 2013 | CIKM | Speller performance prediction for query autocorrection. | Alexey Baytin, Irina Galinskaya, Marina Panina, Pavel Serdyukov |
| 2013 | CIKM | Evaluating aggregated search using interleaving. | Aleksandr Chuklin, Anne Schuth, Katja Hofmann, Pavel Serdyukov, Maarten de Rijke |
| 2013 | CIKM | Modeling clicks beyond the first result page. | Aleksandr Chuklin, Pavel Serdyukov, Maarten de Rijke |
| 2013 | CIKM | Using historical click data to increase interleaving sensitivity. | Eugene Kharitonov, Craig Macdonald, Pavel Serdyukov, Iadh Ounis |
| 2013 | CIKM | Intent models for contextualising and diversifying query suggestions. | Eugene Kharitonov, Craig Macdonald, Pavel Serdyukov, Iadh Ounis |
| 2013 | CIKM | Timely crawling of high-quality ephemeral new content. | Damien Lefortier, Liudmila Ostroumova, Egor Samosvat, Pavel Serdyukov |
| 2013 | CIKM | Through-the-looking glass: utilizing rich post-search trail statistics for web search. | Alexey Tolstikov, Mikhail Shakhray, Gleb Gusev, Pavel Serdyukov |
| 2013 | CIKM | Personalization of web-search using short-term browsing context. | Yury Ustinovsky, Pavel Serdyukov |
| 2013 | ECIR | Using Intent Information to Model User Behavior in Diversified Search. | Aleksandr Chuklin, Pavel Serdyukov, Maarten de Rijke |
| 2013 | ECIR | Intent-Based Browse Activity Segmentation. | Yury Ustinovsky, Anna Mazur, Pavel Serdyukov |
| 2013 | ECIR | From Republicans to Teenagers - Group Membership and Search (GRUMPS). | Ingmar Weber, Djoerd Hiemstra, Pavel Serdyukov |
| 2013 | ECIR | URL Redirection Accounting for Improving Link-Based Ranking Methods. | Maksim Zhukovskii, Gleb Gusev, Pavel Serdyukov |
| 2013 | ICWSM | Predicting the Audience Size of a Tweet. | Andrey Kupavskii, Alexey Umnov, Gleb Gusev, Pavel Serdyukov |
| 2013 | WWW | Introducing search behavior into browsing based models of page's importance. | Maxim Zhukovskiy, Andrei Khropov, Gleb Gusev, Pavel Serdyukov |
| 2013 | SIGIR | Click model-based information retrieval metrics. | Aleksandr Chuklin, Pavel Serdyukov, Maarten de Rijke |
| 2013 | SIGIR | User model-based metrics for offline query suggestion evaluation. | Eugene Kharitonov, Craig Macdonald, Pavel Serdyukov, Iadh Ounis |
| 2013 | SIGIR | Fresh BrowseRank. | Maxim Zhukovskiy, Andrei Khropov, Gleb Gusev, Pavel Serdyukov |
| 2013 | WSDM | WSCD2013: workshop on web search click data 2013. | Pavel Serdyukov, Georges Dupret, Nick Craswell |
| 2012 | CIKM | Demographic context in web search re-ranking. | Eugene Kharitonov, Pavel Serdyukov |
| 2012 | CIKM | Prediction of retweet cascade size over time. | Andrey Kupavskii, Liudmila Ostroumova, Alexey Umnov, Svyatoslav Usachev, Pavel Serdyukov, Gleb Gusev, Andrey Kustarev |
| 2012 | CIKM | Session-based query performance prediction. | Andrey Kustarev, Yury Ustinovsky, Anna Mazur, Pavel Serdyukov |
| 2012 | CIKM | Query recommendation for children. | Sergio Duarte Torres, Djoerd Hiemstra, Ingmar Weber, Pavel Serdyukov |
| 2012 | CIKM | Recency-sensitive model of web page authority. | Maxim Zhukovskiy, Dmitry Vinogradov, Gleb Gusev, Pavel Serdyukov, Andrei M. Raigorodskii |
| 2012 | CIKM | Empirical validation of the buckley-osthus model for the web host graph: degree and edge distributions. | Maxim Zhukovskiy, Dmitry Vinogradov, Yuri Pritykin, Liudmila Ostroumova, Evgeny Grechnikov, Gleb Gusev, Pavel Serdyukov, Andrei M. Raigorodskii |
| 2012 | WWW | Good abandonments in factoid queries. | Aleksandr Chuklin, Pavel Serdyukov |
| 2012 | WWW | Potential good abandonment prediction. | Aleksandr Chuklin, Pavel Serdyukov |
| 2012 | WWW | Measuring usefulness of context for context-aware ranking. | Andrey Kustarev, Yury Ustinovsky, Pavel Serdyukov |
| 2012 | WWW | Tuning parameters of the expected reciprocal rank. | Yury Logachev, Lidia Grauer, Pavel Serdyukov |
| 2012 | WWW | Actualization of query suggestions using query logs. | Alisa Strizhevskaya, Alexey Baytin, Irina Galinskaya, Pavel Serdyukov |
| 2012 | WWW | Unified classification model for geotagging websites. | Alexey G. Volkov, Pavel Serdyukov |
| 2012 | SIGIR | How query extensions reflect search result abandonments. | Aleksandr Chuklin, Pavel Serdyukov |
| 2012 | SIGIR | Gender-aware re-ranking. | Eugene Kharitonov, Pavel Serdyukov |
| 2012 | SIGIR | Optimizing parameters of the expected reciprocal rank. | Yury Logachev, Pavel Serdyukov |
| 2012 | WSDM | WSCD 2012: workshop on web search click data 2012. | Pavel Serdyukov, Nick Craswell, Georges Dupret |
| 2011 | CIKM | Smoothing NDCG metrics using tied scores. | Andrey Kustarev, Yury Ustinovsky, Yury Logachev, Evgeny Grechnikov, Ilya Segalovich, Pavel Serdyukov |
| 2011 | CIKM | The where in the tweet. | Wen Li, Pavel Serdyukov, Arjen P. de Vries, Carsten Eickhoff, Martha A. Larson |
| 2011 | CIKM | Recency ranking by diversification of result set. | Andrey Styskin, Fedor Romanenko, Fedor Vorobyev, Pavel Serdyukov |
| 2011 | ECIR | Automatic People Tagging for Expertise Profiling in the Enterprise. | Pavel Serdyukov, Mike Taylor, Vishwa Vinay, Matthew Richardson, Ryen W. White |
| 2011 | ICWSM | Personalized Landmark Recommendation Based on Geotags from Photo Sharing Sites. | Yue Shi, Pavel Serdyukov, Alan Hanjalic, Martha A. Larson |
| 2011 | WSDM | A combined topical/non-topical approach to identifying web sites for children. | Carsten Eickhoff, Pavel Serdyukov, Arjen P. de Vries |
| 2010 | CIKM | Web page classification on child suitability. | Carsten Eickhoff, Pavel Serdyukov, Arjen P. de Vries |
| 2010 | CIKM | Entity ranking using Wikipedia as a pivot. | Rianne Kaptein, Pavel Serdyukov, Arjen P. de Vries, Jaap Kamps |
| 2010 | ECIR | Finding Wormholes with Flickr Geotags. | Maarten Clements, Pavel Serdyukov, Arjen P. de Vries, Marcel J. T. Reinders |
| 2010 | WWW | Enterprise and desktop search. | Pavel A. Dmitriev, Pavel Serdyukov, Sergey Chernov |
| 2010 | SIGIR | Using flickr geotags to predict user travel behaviour. | Maarten Clements, Pavel Serdyukov, Arjen P. de Vries, Marcel J. T. Reinders |
| 2010 | SIGIR | Linking wikipedia to the web. | Rianne Kaptein, Pavel Serdyukov, Jaap Kamps |
| 2010 | SIGIR | Query log analysis in the context of information retrieval for children. | Sergio Duarte Torres, Djoerd Hiemstra, Pavel Serdyukov |
| 2009 | SIGIR | Placing flickr photos on a map. | Pavel Serdyukov, Vanessa Murdock, Roelof van Zwol |
| 2008 | CIKM | Modeling multi-step relevance propagation for expert finding. | Pavel Serdyukov, Henning Rode, Djoerd Hiemstra |
| 2008 | ECIR | Modeling Documents as Mixtures of Persons for Expert Finding. | Pavel Serdyukov, Djoerd Hiemstra |
| 2008 | SIGIR | Combining document- and paragraph-based entity ranking. | Henning Rode, Pavel Serdyukov, Djoerd Hiemstra |
| 2008 | SIGIR | The search for expertise: to the documents and beyond. | Pavel Serdyukov |
| 2008 | SIGIR | Exploiting sequential dependencies for expert finding. | Pavel Serdyukov, Henning Rode, Djoerd Hiemstra |
| 2008 | SIGIR | Modeling expert finding as an absorbing random walk. | Pavel Serdyukov, Henning Rode, Djoerd Hiemstra |
| 2007 | ECIR | Building a Desktop Search Test-Bed. | Sergey Chernov, Pavel Serdyukov, Paul-Alexandru Chirita, Gianluca Demartini, Wolfgang Nejdl |
| 2007 | ECIR | Enhancing Expert Search Through Query Modeling. | Pavel Serdyukov, Sergey Chernov, Wolfgang Nejdl |
| 2007 | SIGIR | Generative modeling of persons and documents for expert search. | Pavel Serdyukov, Djoerd Hiemstra, Maarten M. Fokkinga, Peter M. G. Apers |