Uncertainty Guided Global Memory Improves Multi-Hop Question Answering EMNLP

Alsu Sagirova | Mikhail Burtsev |

Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information F i n d i n g s - E M N L P

Alla Chepurova | Aydar Bulatov | Yuri Kuratov | Mikhail Burtsev |

DeepPavlov Dream: Platform for Building Generative AI Assistants ACL

Diliara Zharikova | Daniel Kornev | Fedor Ignatov | Maxim Talimanchuk | Dmitry Evseev | Ksenya Petukhova | Veronika Smilga | Dmitry Karpov | Yana Shishkina | Dmitry Kosenko | Mikhail Burtsev |

Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks ACL

Artem Vazhentsev | Gleb Kuzmin | Akim Tsvigun | Alexander Panchenko | Maxim Panov | Mikhail Burtsev | Artem Shelmanov |

Uncertainty Estimation of Transformer Predictions for Misclassification Detection ACL

Artem Vazhentsev | Gleb Kuzmin | Artem Shelmanov | Akim Tsvigun | Evgenii Tsymbalov | Kirill Fedyanin | Maxim Panov | Alexander Panchenko | Gleb Gusev | Mikhail Burtsev | Manvel Avetisian | Leonid Zhukov |

Attention Understands Semantic Relations LREC

Anastasia Chizhikova | Sanzhar Murzakhmetov | Oleg Serikov | Tatiana Shavrina | Mikhail Burtsev |

Active Learning for Abstractive Text Summarization F i n d i n g s - E M N L P

Akim Tsvigun | Ivan Lysenko | Danila Sedashov | Ivan Lazichny | Eldar Damirov | Vladimir Karlov | Artemy Belousov | Leonid Sanochkin | Maxim Panov | Alexander Panchenko | Mikhail Burtsev | Artem Shelmanov |

Discourse-Driven Integrated Dialogue Development Environment for Open-Domain Dialogue Systems CODI CRAC EMNLP

Denis Kuznetsov | Dmitry Evseev | Lidia Ostyakova | Oleg Serikov | Daniel Kornev | Mikhail Burtsev |

Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions EMNLP

Mohammad Aliannejadi | Julia Kiseleva | Aleksandr Chuklin | Jeff Dalton | Mikhail Burtsev |

Proceedings of the 5th International Workshop on Search-Oriented Conversational AI (SCAI) EMNLP scai

Jeff Dalton | Aleksandr Chuklin | Julia Kiseleva | Mikhail Burtsev |

DeepPavlov: Open-Source Library for Dialogue Systems ACL

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 |

Proceedings of the 2018 EMNLP Workshop SCAI: The 2nd International Workshop on Search-Oriented Conversational AI EMNLP WS

Aleksandr Chuklin | Jeff Dalton | Julia Kiseleva | Alexey Borisov | Mikhail Burtsev |