Papers by Maxim Petrov
Topic-driven Ensemble for Online Advertising Generation (2020.coling-main)
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| Challenge: | Existing methods for automating online advertising use open data . subdomains of text vary in use and can lead to reduced quality of adverts generation. |
| Approach: | They propose a neural network-based approach for the automatic generation of online advertising using texts from given webpages as sources. |
| Outcome: | The proposed approach significantly improves the quality of online advertising generated on a Russian dataset. |
DeepPavlov: Open-Source Library for Dialogue Systems (P18-4)
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Mikhail Burtsev, Alexander Seliverstov, Rafael Airapetyan, Mikhail Arkhipov, Dilyara Baymurzina, Nickolay Bushkov, Olga Gureenkova, Taras Khakhulin, Yuri Kuratov, Denis Kuznetsov, Alexey Litinsky, Varvara Logacheva, Alexey Lymar, Valentin Malykh, Maxim Petrov, Vadim Polulyakh, Leonid Pugachev, Alexey Sorokin, Maria Vikhreva, Marat Zaynutdinov
| Challenge: | open-source library DeepPavlov is designed for rapid development of dialogue systems. |
| Approach: | open-source library DeepPavlov is tailored for development of conversational agents . the library prioritizes efficiency, modularity and extensibility with the goal to make it easier to develop dialogue systems from scratch . |
| Outcome: | the open-source library DeepPavlov is designed for rapid development of dialogue systems . it supports modular as well as end-to-end approaches to implementation of conversational agents . |