DeepPavlov: Open-Source Library for Dialogue Systems. - Mikhail Burtsev 001; Alexander V. Seliverstov; Rafael Airapetyan; Mikhail Y. Arkhipov; Dilyara Baymurzina; Nickolay Bushkov; Olga Gureenkova; Taras Khakhulin; Yuri Kuratov; Denis Kuznetsov; Alexey Litinsky; Varvara Logacheva; et al. (ACL (4), 2018)

Goal-Oriented Multi-Task BERT-Based Dialogue State Tracker. - Pavel Gulyaev; Eugenia Elistratova; Vasily Konovalov; Yuri Kuratov; Leonid Pugachev; Mikhail Burtsev 001 (CoRR, 2020)

Short Text Clustering with Transformers. - Leonid Pugachev; Mikhail Burtsev 001 (CoRR, 2021)

Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes. - Artyom Y. Sorokin; Nazar Buzun; Leonid Pugachev; Mikhail Burtsev 001 (NeurIPS, 2022)