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Active Learning for Abstractive Text Summarization


Jan 09, 2023
Akim Tsvigun, Ivan Lysenko, Danila Sedashov, Ivan Lazichny, Eldar Damirov, Vladimir Karlov, Artemy Belousov, Leonid Sanochkin, Maxim Panov, Alexander Panchenko, Mikhail Burtsev, Artem Shelmanov

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* Accepted at EMNLP-2022 Findings 

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Collecting Interactive Multi-modal Datasets for Grounded Language Understanding


Nov 18, 2022
Shrestha Mohanty, Negar Arabzadeh, Milagro Teruel, Yuxuan Sun, Artem Zholus, Alexey Skrynnik, Mikhail Burtsev, Kavya Srinet, Aleksandr Panov, Arthur Szlam, Marc-Alexandre C么t茅, Julia Kiseleva

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* Interactive Learning for Natural Language Processing NeurIPS 2022 Workshop 

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Learning to Solve Voxel Building Embodied Tasks from Pixels and Natural Language Instructions


Nov 01, 2022
Alexey Skrynnik, Zoya Volovikova, Marc-Alexandre C么t茅, Anton Voronov, Artem Zholus, Negar Arabzadeh, Shrestha Mohanty, Milagro Teruel, Ahmed Awadallah, Aleksandr Panov, Mikhail Burtsev, Julia Kiseleva

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* 6 pages, 3 figures 

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Explain My Surprise: Learning Efficient Long-Term Memory by Predicting Uncertain Outcomes


Jul 27, 2022
Artyom Sorokin, Nazar Buzun, Leonid Pugachev, Mikhail Burtsev

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IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022


May 27, 2022
Julia Kiseleva, Alexey Skrynnik, Artem Zholus, Shrestha Mohanty, Negar Arabzadeh, Marc-Alexandre C么t茅, Mohammad Aliannejadi, Milagro Teruel, Ziming Li, Mikhail Burtsev, Maartje ter Hoeve, Zoya Volovikova, Aleksandr Panov, Yuxuan Sun, Kavya Srinet, Arthur Szlam, Ahmed Awadallah

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* arXiv admin note: text overlap with arXiv:2110.06536 

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Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021


May 05, 2022
Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail Burtsev, Alexey Skrynnik, Artem Zholus, Aleksandr Panov, Kavya Srinet, Arthur Szlam, Yuxuan Sun, Marc-Alexandre C么t茅 Katja Hofmann, Ahmed Awadallah, Linar Abdrazakov, Igor Churin, Putra Manggala, Kata Naszadi, Michiel van der Meer, Taewoon Kim

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* Proceedings of Machine Learning Research NeurIPS 2021 Competition and Demonstration Track 
* arXiv admin note: substantial text overlap with arXiv:2110.06536 

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Knowledge Distillation of Russian Language Models with Reduction of Vocabulary


May 04, 2022
Alina Kolesnikova, Yuri Kuratov, Vasily Konovalov, Mikhail Burtsev

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NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment


Oct 15, 2021
Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail Burtsev, Alexey Skrynnik, Artem Zholus, Aleksandr Panov, Kavya Srinet, Arthur Szlam, Yuxuan Sun, Katja Hofmann, Michel Galley, Ahmed Awadallah

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Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions


Sep 13, 2021
Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeffrey Dalton, Mikhail Burtsev

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* Accepted in EMNLP 2021 

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