Active Learning for Abstractive Text Summarization. - Akim Tsvigun; Ivan Lysenko; Danila Sedashov; Ivan Lazichny; Eldar Damirov; Vladimir Karlov; Artemy Belousov; Leonid Sanochkin; Maxim Panov; Alexander Panchenko; Mikhail Burtsev 001; Artem Shelmanov (EMNLP (Findings), 2022)

ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts. - Akim Tsvigun; Leonid Sanochkin; Daniil Larionov; Gleb Kuzmin; Artem Vazhentsev; Ivan Lazichny; Nikita Khromov; Danil Kireev; Aleksandr Rubashevskii; Olga Shahmatova (EMNLP (Demos), 2022)

Towards Computationally Feasible Deep Active Learning. - Akim Tsvigun; Artem Shelmanov; Gleb Kuzmin; Leonid Sanochkin; Daniil Larionov; Gleb Gusev; Manvel Avetisian; Leonid Zhukov (NAACL-HLT (Findings), 2022)

Efficient Active Learning with Adapters. - Daria Galimzianova; Leonid Sanochkin (EMNLP (Findings), 2024)