Serdyukov, Pavel
- Context-Aware Neural Machine Translation Learns Anaphora Resolution
2018/05/25 by Elena Voita, Voita, Elena, Pavel Serdyukov +5 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Intent Models for Contextualising and Diversifying Query Suggestions
2013/12/05 by Eugene Kharitonov, Kharitonov, Eugene, Craig Macdonald +5 · 1 citation
Computer Science · #Caching and Content Delivery #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Recommender Systems and Techniques
- Efficient Rectangular Maximal-Volume Algorithm for Rating Elicitation in\n Collaborative Filtering
2016/10/16 by Alexander Fonarev, Fonarev, Alexander, A. V. Mikhalëv +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Mobile Crowdsensing and Crowdsourcing #Recommender Systems and Techniques
- Finding Influential Training Samples for Gradient Boosted Decision Trees
2018/02/19 by Boris Sharchilev, Yury Ustinovsky, Sharchilev, Boris +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Personalised Travel Recommendation based on Location Co-occurrence
2011/06/26 by Maarten Clements, Clements, Maarten, Pavel Serdyukov +5 · 1 citation
Social Sciences · Computer Science · #Human Mobility and Location-Based Analysis #Recommender Systems and Techniques #Data Management and Algorithms
- Sequence Modeling with Unconstrained Generation Order
2019/11/01 by Dmitrii Emelianenko, Elena Voita, Emelianenko, Dmitrii +3 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Natural Language Processing Techniques